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Predicting the future dispersal patterns of the dreissenid mussels is important because it can help predict waterbodies at greatest risk of colonization. The dreissenid mussel model described here uses a combination of constrained gravity model equations, habitat suitability equations, and a user defined variable for mussel transport survival. Calcium and pH data from 402 waterbodies in the Western US were incorporated into the model. The model indicates that implementing a buffer zone greatly decreases the probability of waterbodies becoming infested. This model can be used to determine which waterbodies are at highest risk for dreissenid mussel invasion, given the assumptions within the model. 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This scoping project describes the proposed approach of weather typing to understand atmospheric drivers of historical heavy snowfall events within four snowmelt-dominated watersheds that encompass a wide range of hydroclimate regions and have regional Reclamation partners who seek improved information and tools for streamflow forecasting.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2021-01-07T17:49:37+00:00", "updateDate":"2021-02-08T20:54:21+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20082: Characterizing Snowfall Events across the Western US to Inform Water Resources Management", "generationEffortId":49, "subTheme":{ "_id":2, "subTheme":"Water Operations Modeling", "definition":"Relating to the computer-based modeling of water operations, for either short-term operations or mid- to long-term planning", "createDate":"2018-11-14T14:34:29+00:00" }, "tags":[ "Snow Accumulation", "Snow Melt", "Weather Typing", "Large Ensemble", "Machine Learning" ], "themes":[ "Water" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/10751", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/10751", "attributes":{ "_id":10751, "itemTitle":"S&T Project Number 20082 Final Report: Characterizing Historical and Future Snowfall Events across the Western US to Support Informed Water Resources Management", "itemDescription":"Winter snowpack serves as a crucial source of water that Reclamation water managers rely on to fill reservoirs and to provide water deliveries to customers across the West. At Reclamation, streamflow and water-supply forecasts, which are informed in part by snowfall, are used to inform daily reservoir operations, including water-supply and flood-management operations, as well as seasonal water-supply planning, and drought contingency planning. We propose to expand on previous and existing research funded through the Reclamation\u2019s Science and Technology (S&T) Program to improve understanding of the synoptic weather conditions that result in snowfall across four watersheds in the western US. 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Approximate volumes of accumulated sediment were calculated based on the mapping effort, and observations of the reflective surface were indicative of a gently sloping alluvial plane cut by numerous shallow fluvial channels. 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Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Dam Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-02-17T20:39:37+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=6db8567ef051481e8e1ce853ea712d8a", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:27:24+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/72728", "attributes":{ "_id":72728, "itemTitle":"Reclamation Levees", "itemDescription":"This GIS layer represents the spatial locations and key attributes of levees owned, operated, or managed by the Bureau of Reclamation. 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When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. 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Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Reservoir, Lakes and Pools Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-02-17T23:42:26+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":4, "spatialGeometry":"polygon", "definition":"one or more polygons delineating the area", "createDate":"2018-06-22T12:48:11+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=98c2f5bc50394193b899ab93619909b3", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:26:30+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/72730", "attributes":{ "_id":72730, "itemTitle":"Reclamation Hydropower Facilities", "itemDescription":"This GIS layer represents the spatial locations and key attributes of hydropower facilities owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, energy production planning, and operational decision-making. Each feature in the layer corresponds to a hydropower facility and includes associated metadata such as facility name, associated dam or project, region, generation capacity, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Hydropower Facility Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-02-17T23:44:03+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=2cf9b3330ffe46b5ad3dacea782181d9", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:25:40+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/72731", "attributes":{ "_id":72731, "itemTitle":"Reclamation Conveyance Lines ", "itemDescription":"This GIS layer represents the spatial alignment and key attributes of conveyance infrastructure\u2014such as canals, pipelines, and tunnels\u2014owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, water delivery operations, and planning activities. Each feature in the layer corresponds to a linear conveyance asset and includes associated metadata such as facility name, conveyance type, associated project or system, region, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and condition.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Water Conveyance Line Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-02-17T23:45:26+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":5, "spatialGeometry":"line", "definition":"one or more linear features", "createDate":"2018-06-22T12:48:44+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=e7eb9ec4e5df44d1a8301e48963c7dcc", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:24:56+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133955", "attributes":{ "_id":133955, "itemTitle":"Reclamation Pumping Plants", "itemDescription":"This GIS layer represents the spatial locations and key attributes of pumping plants owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, water delivery operations, and energy planning. Each feature in the layer corresponds to a pumping plant facility and includes associated metadata such as asset name, associated project or system, region, pump type, horsepower, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Pumping Plant Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T20:53:28+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=ba9c8d5c551b43b7925c0c1973acbe84", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:24:19+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133956", "attributes":{ "_id":133956, "itemTitle":"Reclamation Boat Ramps", "itemDescription":"The Boat Ramps Asset Class layer represents the spatial locations and key attributes of boat ramps owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, recreation and transportation planning, and operational decision-making. Each feature in the layer corresponds to a boat ramp and includes associated metadata such as boat ramp name, associated reservoir, region, ramp type, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Boat Ramp Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T20:54:59+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=4ba5ae78a1bf4195a78b46b3e23a60ba", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:23:50+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133957", "attributes":{ "_id":133957, "itemTitle":"Reclamation Trails", "itemDescription":"The Trails Asset Class layer represents the spatial locations and key attributes of trails owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, recreation and transportation planning, and operational decision-making. Each feature in the layer corresponds to a trail segment and includes associated metadata such as trail name, region, trail type, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Trail Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T20:56:16+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":5, "spatialGeometry":"line", "definition":"one or more linear features", "createDate":"2018-06-22T12:48:44+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=4f418af137264398a1336510e32b06aa", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:22:57+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133958", "attributes":{ "_id":133958, "itemTitle":"Reclamation Recreation Sites", "itemDescription":"The Recreation Sites Asset Class layer represents the spatial locations and key attributes of recreation sites owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, recreation planning, and operational decision-making. Each feature in the layer corresponds to a recreation site and includes associated metadata such as site name, site type, and region. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Recreation Site Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T20:57:36+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":4, "spatialGeometry":"polygon", "definition":"one or more polygons delineating the area", "createDate":"2018-06-22T12:48:11+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=154c2655024049b792ccffc1d3cf8ffa", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:22:20+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133959", "attributes":{ "_id":133959, "itemTitle":"Reclamation Recreation Management Areas", "itemDescription":"The Recreation Management Areas Asset Class layer represents the spatial locations and key attributes of recreation management areas owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, recreation planning, and operational decision-making. Each feature in the layer corresponds to a recreation or wildlife management area and includes associated metadata such as management area name, region, recreation type, and operating entity. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Recreation Management Area Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T20:58:49+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":4, "spatialGeometry":"polygon", "definition":"one or more polygons delineating the area", "createDate":"2018-06-22T12:48:11+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=61136937a4ac44db99927eecccf37b18", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:21:30+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133960", "attributes":{ "_id":133960, "itemTitle":"Reclamation Fish Structures", "itemDescription":"The Fish Structures Asset Class layer represents the spatial locations and key attributes of fish structures owned, operated, or managed by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, ecological planning, and operational decision-making. Each feature in the layer includes metadata such as structure name, region, structure type, and ownership status. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status. Fish structures are designed to support aquatic species conservation and compliance with environmental regulations.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Fish Structures Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T21:01:14+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=18b8d137c1054d71ae4e5b74b90aaede", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:20:35+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133961", "attributes":{ "_id":133961, "itemTitle":"Reclamation Water Treatment", "itemDescription":"The Water Treatment Asset Class layer represents the spatial locations and key attributes of water treatment facilities owned, operated, and maintained by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support infrastructure asset management, water quality operations, and planning activities. Each feature in the layer corresponds to a water treatment facility and includes associated metadata such as facility name, region, treatment type, and capacity. The dataset is maintained by Reclamation\u2019s Asset Management Office and is periodically updated to reflect changes in infrastructure inventory and operational status.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Water Treatment Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T21:02:51+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=1f61d257b56c48f899909a2acbb2cb44", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:19:47+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/133962", "attributes":{ "_id":133962, "itemTitle":"Reclamation Land Ownership", "itemDescription":"The Land Ownership Asset Class layer represents the spatial boundaries and key attributes of land owned by the Bureau of Reclamation. It is part of the Enterprise Asset Registry used to support asset management, infrastructure planning, risk assessment, and operational decision-making. Each feature in the layer corresponds to a land parcel and includes associated metadata such as acquisition interest, acquisition date, region, and GIS acres. The dataset is maintained by Reclamation\u2019s Asset Management Office and is updated periodically to reflect changes in infrastructure status and inventory.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. Reclamation does not warrant that this data and any information or material that may be downloaded from the data, will be uninterrupted, error-free, omission-free and/or free of virus or other harmful items. Reclamation does not authorize downloading or republishing, deriving new data products, or the dissemination of Reclamation\u2019s data into other systems or by others. Use of this site constitutes notice of and agreement with the terms of use in this statement.\r\n\r\n \r\n\r\nU.S. Government Works\r\n\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website.\r\n\r\n\r\nReclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website.\r\nReclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer.\r\nReclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website.\r\nReclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Land Ownership Inventory", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2026-03-18T21:04:15+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":{ "_id":4, "spatialGeometry":"polygon", "definition":"one or more polygons delineating the area", "createDate":"2018-06-22T12:48:11+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://usbr.maps.arcgis.com/home/item.html?id=8809290b35c6499ebe06e84b1597d410", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":10, "updatefrequency":"annually", "definition":"resource is updated every year", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2026-03-31T18:18:22+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/6406", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7962", "attributes":{ "_id":7962, "recordTitle":"Report from S&T Project Number 20203: New Reclamation-wide Maintenance Management Toolset", "recordDescription":"Research and development of a system to transfer and store secured data in support of a Reclamation-wide Predictive Maintenance Management program for power production assets.", "catalogStatusId":1, "metadataFilePath":"rise/catalog-record/metadata/metadata_rise_record_6419.xml", "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-06-01T17:06:34+00:00", "updateDate":"2024-01-23T17:43:44+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20203: New Reclamation-wide Maintenance Management Toolset", "generationEffortId":345, "subTheme":{ "_id":7, "subTheme":"Hydropower Operations", "definition":"Relating to operations of hydropower facilities", "createDate":"2018-11-14T14:35:52+00:00" }, "tags":[ "Condition Based Maintenance", "Operations and Maintenance", "Predictive Maintenance", "Condition Monitoring", "Secured Data Network" ], "themes":[ "Hydropower" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128572", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128572", "attributes":{ "_id":128572, "itemTitle":"S&T Project 20203 Final Report: Predictive Maintenance Program", "itemDescription":"This research effort focused on expanding functionality and incorporating new condition monitoring tools which add valuable insights for use in condition-based maintenance and allowing offline analysis of collected data and sharing of data with data aggregators for deeper and longer-term analysis. Increased adoption and use of machine condition monitoring inside reclamation and sharing of the technology outside Reclamation was also a goal.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"James DeHaan", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO USA", "publicationFirstPublicationDate":"2023-05-12T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-12-04T18:24:16+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/S&T Project 20203 Final Report Predictive Maintenance Program.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-01-23T17:46:55+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7962", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7964", "attributes":{ "_id":7964, "recordTitle":"Reservoir Conditions Data For Selected Reclamation Reservoirs and Reservoir Systems", "recordDescription":"This record contains reservoir conditions data for selected Reclamation reservoirs and reservoir systems for use in visualization products. Reservoirs were chosen to include a selection of operationally significant reservoirs or reservoir systems in each Reclamation Region. Visualization products where data is used include: Reservoir Storage Dashboard (https://usbr.maps.arcgis.com/apps/dashboards/81aaec3e74024ce6b9a5e50caa20984e).", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-06-20T16:11:19+00:00", "updateDate":"2025-12-12T19:28:05+00:00", "programNames":[], "generationEffort":"Reservoir Conditions Visualizations and Analyses", "generationEffortId":352, "subTheme":{ "_id":52, "subTheme":"Hydrology", "definition":"Related to the study of the distribution and movement of water both on and below the Earth's surface, as well as the impact of human activity on water availability and conditions.", "createDate":"2021-12-17T18:24:19+00:00" }, "tags":[ "Reservoir", "Storage", "Water Storage" ], "themes":[ "Water" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/78633", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/78633", "attributes":{ "_id":78633, "itemTitle":"Daily Reservoir Storage and Reservoir Storage Statistics for Selected Reclamation Reservoirs and Reservoir Systems", "itemDescription":"This dataset contains daily reservoir storage data and statistics for a selected set of Reclamation reservoirs and reservoir systems. Reservoirs were chosen to include a selection of operationally significant reservoirs or reservoir systems in each Reclamation Region. Reservoir storage values for each included reservoir are updated daily from the water operations database of the Reclamation office that manages the reservoir.\r\n\r\nThis dataset was created for use in the Reservoir Storage Dashboard, located at https://usbr.maps.arcgis.com/apps/dashboards/81aaec3e74024ce6b9a5e50caa20984e.\r\n\r\nMore information about the dashboard and data can be found at https://data.usbr.gov/visualizations/reservoir-conditions/.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \"as is\" basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. The Bureau of Reclamation does not warrant that this data and any information or material downloaded from the data, will be uninterrupted, error-free, omission-free or free of virus or other harmful items.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":"Reservoir Storage", "publicationAuthor":null, "publicationEditor":null, "publicationPublisher":null, "publicationPublisherLocation":null, "publicationFirstPublicationDate":null, "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-06-20T19:49:37+00:00", "itemType":{ "_id":"MAP", "definition":"Map", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":16, "matrix":"Surface Water", "definition":"Untreated water that is present on the land surface, within natural or man-made catchments, channels, or pipes.", "createDate":"2018-11-20T09:34:56+00:00" }, "spatialGeometry":{ "_id":1, "spatialGeometry":"point", "definition":"A single x-y point", "createDate":"2018-06-22T12:45:48+00:00" }, "spatialResolution":{ "id":22, "spatialResolution":"N/A", "definition":"Not applicable (e.g. vector data)", "__initializer__":null, "__cloner__":null, "__isInitialized__":true }, "spatialTransformation":{ "_id":1, "spatialTransformation":"none", "definition":"a single observation or model output occurs for each spatial unit", "createDate":"2018-11-20T09:09:45+00:00" }, "spatialOpenDataURL":"https://rise-usbr.opendata.arcgis.com/datasets/3ee1b2d5ebc0435583bdb5e30e51f01b", "metadataFilePath":null, "binaryFilePath":null, "updateFrequency":{ "_id":3, "updatefrequency":"daily", "definition":"resource is updated each day", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-08-23T14:15:56+00:00", "verticalDatum":null, "dataStructure":"Geospatial", "itemStructureId":2, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7964", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7976", "attributes":{ "_id":7976, "recordTitle":"Data and Report from S&T Project ID 22064: Robotic Non-Destructive Inspection of Hydraulic Streel Structures", "recordDescription":"Reclamation performs non-destructive testing on penstocks, pressure conduits, pressure vessels, and other equipment as part of periodic inspection requirements to survey for metal loss and corrosion. For example, FIST Manual 4-1A requires that detailed inspections be conducted on penstocks and pressure conduits be inspected every 5-10 years. This includes a visual inspection and ultrasonic thickness (UT) survey. The current standard of practice is to collect UT readings manually. New technology allows for remote inspection vehicles (RIVs) to collect a large sampling of data on a structure to provide greater insight into the structure\u2019s overall condition at a rate much faster than a human as it traverses the interior of a pipe. This technology has the potential to give a more complete picture of the metal loss resulting from corrosion on a pipe or penstock while decreasing risk to personnel. RIVs were demonstrated at three Reclamation facilities to gain a better understanding of the capabilities and limitations as well as how the technology can be deployed at Reclamation. While the current RIV technology has some limitations, it may be possible to supplement Reclamation\u2019s current approach to condition assessment in penstocks, outlet works, steel lined siphons, and other steel structures with robotics to yield more useful information on the structure\u2019s overall condition. 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For example, FIST Manual 4-1A requires that detailed inspections be conducted on penstocks and pressure conduits be inspected every 5-10 years. This includes a visual inspection and ultrasonic thickness (UT) survey. The current standard of practice is to collect UT readings manually. New technology allows for remote inspection vehicles (RIVs) to collect a large sampling of data on a structure to provide greater insight into the structure\u2019s overall condition at a rate much faster than a human as it traverses the interior of a pipe. This technology has the potential to give a more complete picture of the metal loss resulting from corrosion on a pipe or penstock while decreasing risk to personnel. RIVs were demonstrated at three Reclamation facilities to gain a better understanding of the capabilities and limitations as well as how the technology can be deployed at Reclamation. While the current RIV technology has some limitations, it may be possible to supplement Reclamation\u2019s current approach to condition assessment in penstocks, outlet works, steel lined siphons, and other steel structures with robotics to yield more useful information on the structure\u2019s overall condition. 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Correlation between lab testing, FEA results, and hand calculations will allow for design advancements that can be utilized across Reclamation facilities and result in updated design standards for future use. Scale bulkhead gates, steel and composite, were fabricated and tested with the results being compared to FEA and hand calculation results. FEA simulations were modified to replicate testing data.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-09-26T19:40:34+00:00", "updateDate":"2025-12-10T17:40:36+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20200: Gate Design Optimization and Composite Gate Lab Scale Testing", "generationEffortId":387, "subTheme":{ "_id":61, "subTheme":"Water Infrastructure", "definition":"Infrastructures located near water", "createDate":"2022-09-01T19:12:55+00:00" }, "tags":[ "Composite Research", "Finite Element Analysis", "Bulkhead Optimization" ], "themes":[ "Infrastructure and Assets" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128593", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128795", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128796", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128593", "attributes":{ "_id":128593, "itemTitle":"S&T Project 20200 Final Report: Gate Design Optimization and Composite Gate Lab Scale Testing", "itemDescription":"Finite element analysis and advanced software design suites allow for optimization of structures that reduce weight and costs while increasing safety for personnel. 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Engineers at Reclamation\u2019s Technical Service Center evaluated material properties of the printed test parts to compare with published data for a wrought or cast part of similar composition. In addition, three case studies involving parts of various sizes and functions were undertaken. Powder bed fusion processes using either 316L or AlSi10Mg produced a high-quality finish with acceptable mechanical properties. The case study phase of this project yielded mixed results; printed log boom anchors were deemed successful whereas the governor parts and slinger rings provided an opportunity for lessons learned. The results of this project suggest that 3D metal printing is viable and, in very specific situations, may be appropriate for producing small parts for use at Reclamation facilities. Part selection is a significant determinant of a successful and economically sound project.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-09-27T22:09:40+00:00", "updateDate":"2025-12-10T19:50:32+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 19085: Additive Manufacturing Investigation and Demonstration for Hydropower Applications", "generationEffortId":358, "subTheme":{ "_id":77, "subTheme":"Additive Manufacturing", "definition":"Can include 3D printing plastic printing, 3D metal printing, cold spray, automated in situ repairs etc. ", "createDate":"2023-09-27T21:56:38+00:00" }, "tags":[ "Additive Manufacturing", "Corrosion", "Aging Infrastructure", "3D Printing", "Fabrication", "Directed Energy Deposition (DED)", "Powder Bed Fusion (PBF)" ], "themes":[ "Hydropower" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128529", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128531", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128532", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128533", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128563", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128529", "attributes":{ "_id":128529, "itemTitle":"S&T Project ID 19085 Final Report No. ST-2021-19085-1: Additive Manufacturing Investigation and Demonstration for Hydropower Applications", "itemDescription":"Additive manufacturing can provide an advantage over traditional manufacturing methods in situations where production of parts is limited (custom fabrication), or where parts are complex and/or challenging to manufacture using traditional methods. 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", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"David Tordonato, Grace Weber, Stephanie Prochaska, Matthew Jermyn, Campbell Beals", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-07-01T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-09-27T22:22:09+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/ST-2021-19085-1.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-01-26T16:49:52+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7979", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128531", "attributes":{ "_id":128531, "itemTitle":"S&T Project ID 19085 Final Report No. ST-2021-19085-3: Analysis of 316L Stainless Steel Powder Bed Fusion Material", "itemDescription":"This final report is an analysis of Powder Bed Fusion (PBF) stainless steel 316L and its suitability for Bureau of Reclamation (Reclamation) purposes. An open cube was printed using PBF additive manufacturing. Test specimens were sectioned from the cube and analyzed for mechanical properties, density, and microstructure. The PBF process achieved high dimensional accuracy to the computer-aided design model. A small amount of porosity was observed, and the material had a lower toughness than wrought 316L. Overall, a reduced performance was due to anisotropy, which was most notable in the direction transverse to print layer deposition. With consideration to build orientation, the PBF process, when used with appropriate starting material and process parameters, may be an acceptable candidate for production of components depending on service.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Matthew Jermyn, Grace Weber, Stephanie Prochaska, David Tordonato", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2021-09-30T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-09-27T22:36:24+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/ST-2021-19085-3_0.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-01-26T16:49:43+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7979", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128532", "attributes":{ "_id":128532, "itemTitle":"S&T Project ID 19085 Final Report No. ST-2021-19085-4: Analysis of 6061 Aluminum Cold Spray Material", "itemDescription":"This final report is an analysis of 6061 aluminum cold spray material and its suitability for Bureau of Reclamation (Reclamation) purposes. Cold spray Al 6061 has significantly poorer mechanical properties compared to conventional Al 6061. While aluminum is typically a very ductile material, the cold spray process produced brittle samples with comparatively low elongation and elastic modulus. Aside from the high percentage of porosity noted in the cold spray microstructure, metallographic evaluation found similar microstructures between cold spray and conventional Al 6061, thus indicating porosity as the likely cause of poor mechanical properties. 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Reclamation\u2019s Technical Service Center partnered with several regional and area offices to identify opportunities where additive manufacturing could be deployed. Three parts were selected and pursued as case studies: governor parts for Glen Canyon Dam, log boom anchors for Nimbus Dam, and generator exciter bearing slinger rings for Grand Coulee Dam. For each case study, researchers selected one or more additive manufacturing processes that seemed most feasible to replicate or improve upon the conventional part. Researchers worked with manufacturers to produce the additively manufactured components. To evaluate efficacy, the parts underwent material properties testing (density, tensile, bend, hardness, fatigue), metallography and fractography, three-dimensional scanning, and cost-benefit analysis.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"David Tordonato, Stephanie Prochaska, Matthew Jermyn, Grace Weber", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation ", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-07-31T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-09-27T22:50:27+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/ST-2021-19085-5_0.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-01-26T16:49:27+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7979", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128563", "attributes":{ "_id":128563, "itemTitle":"S&T Project 19085 Data: Supporting Data", "itemDescription":"Supporting data for Additive Manufacturing Project: mechanical test data (tensile, charpy, hardness), density", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"David Tordonato, Matt Jermyn, Grace Weber, Stephanie Prochaska, Campbell Beals, Mack Cleveland", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-07-01T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-15T18:02:30+00:00", "itemType":{ "_id":"DATA", "definition":"Data file", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/Supporting AM Data (RISE upload) 12-18-23_0.zip", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2024-01-26T16:49:19+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7979", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7981", "attributes":{ "_id":7981, "recordTitle":"Report from S&T Project 22048: Development of Facility Corrosion Inspection Templates & Planning for a Central Database", "recordDescription":"This Reclamation Science & Technology Program research project sought to modernize field data collection and advance data management via a centralized online database. 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The study includes detailed analyses at Fort Peck Lake and Lake Powell. Additionally, the report describes characteristics for Lake Mead and Elephant Butte Reservoir, which may be analyzed in future studies. Hybrid plant communities have established, expanding available habitat at the reservoirs we examined. Some of this new habitat appears to be of high quality with an abundance of native species, whereas other reservoirs appear to support primarily non-native species. Further, sustained, climate-driven declines in pool elevations at Lake Powell are initiating new vegetation establishment processes and subjecting established vegetation to stress and mortality. Given the expanding presence of invasive, non-native species across ecosystems world-wide, water management actions are needed that would favor the establishment and persistence of native species and improve plant community responses to projected climate warming.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-10-30T16:29:45+00:00", "updateDate":"2023-12-06T12:59:32+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20052: Reservoir Delta Dynamics and Backwater Vegetation in the Context of Physical Drivers", "generationEffortId":363, "subTheme":{ "_id":38, "subTheme":"Habitat Assessment/Monitoring", "definition":"Related to assessment and/or monitoring of habitat, including repeated recording of the condition of habitats, habitat types or ecosystems of interest to detect or measure deviations from a predetermined standard, target state or previous status", "createDate":"2021-01-20T17:15:29+00:00" }, "tags":[ "Riparian Vegetation", "Wetlands", "Reservoir Delta" ], "themes":[ "Environmental" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128540", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128549", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128540", "attributes":{ "_id":128540, "itemTitle":"S&T Project 20052 Final Report: Reservoir Delta Dynamics and Backwater Vegetation in the Context of Physical Drivers", "itemDescription":"This investigation focused on large-scale vegetation patterns related to the physical formation of delta-backwater landforms and their dynamic response to fluctuations in reservoir pool elevations. 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Land cover types include mesic riparian, xeric riparian, upland terrace, sediment, and water. Trees are also included for the Fort Peck reservoir delta and subdivided between mesic riparian, xeric riparian, and upland terrace. Additionally, results for Fort Peck are subdivided between three zones of the reservoir delta: reservoir-affected, backwater-affected, and non-backwater affected. Data were generated from historical imagery of the reservoir deltas.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The data available from this item is not managed by Reclamation. The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \"as is\" basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. The Bureau of Reclamation does not warrant that this data and any information or material downloaded from the data, will be uninterrupted, error-free, omission-free or free of virus or other harmful items.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Mike Scott, Malia Volke", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-09-30T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-13T21:31:37+00:00", "itemType":{ "_id":"DATA", "definition":"Data file", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":26, "matrix":"Vegetation", "definition":"An assemblage of plant species and the ground cover they provide; the plant life of a region, taken as a whole.", "createDate":"2021-01-25T21:12:12+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/FortPeck and LakePowell Cover_Type_Areas by Year_0.xlsx", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2023-12-06T12:59:42+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7985", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7986", "attributes":{ "_id":7986, "recordTitle":"Report from S&T Project 20032: An Experimental Monsoon Forecast for Water Management", "recordDescription":"This research has two main components: first, the predictability of monsoon season precipitation is characterized by evaluating the skill of monsoon weather types in forecast ensemble products. Second, we will investigate the potential usability by identifying monsoon forecasts of opportunity for water management and transferring them to a web-based experimental real-time forecast platform. Leveraging prior research and partnerships, the monsoon forecast is applied to regions in New Mexico and Arizona, but the process of defining weather types and developing an experimental forecast system can be extended to other Reclamation regions.\r\n\r\nData and Code Availability:\r\nERA-Interim data can be accessed from https://apps.ecmwf.int/datasets/data/interim-full-daily/levtype=sfc/, PRISM precipitation data from https://prism.oregonstate.edu/, and NMME seasonal hindcasts can be downloaded from https://www.ncdc.noaa.gov/data-access/model-data/model-datasets/north-american-multi-model-ensemble. Finally, the ECMWF-IFS hindcasts and forecasts can be accessed from https://climate.copernicus.eu/seasonal-forecasts. \r\nThe code for the statistical analysis and visualization of data in this report is openly available through GitHub (https://github.com/AndreasPrein/NAM_S2S_predictability).\r\n", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-11-03T18:01:56+00:00", "updateDate":"2026-01-27T17:05:54+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20032: An Experimental Monsoon Forecast for Water Management", "generationEffortId":371, "subTheme":{ "_id":37, "subTheme":"Numerical modeling", "definition":"Related to using mathematical models to describe physical conditions using numbers and equations. 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Second, we will investigate the potential usability by identifying monsoon forecasts of opportunity for water management and transferring them to a web-based experimental real-time forecast platform. Leveraging prior research and partnerships, the monsoon forecast is applied to regions in New Mexico and Arizona, but the process of defining weather types and developing an experimental forecast system can be extended to other Reclamation regions.\r\n\r\nData and Code Availability\r\nERA-Interim data can be accessed from https://apps.ecmwf.int/datasets/data/interim-full-daily/levtype=sfc/, PRISM precipitation data from https://prism.oregonstate.edu/, and NMME seasonal hindcasts can be downloaded from https://www.ncdc.noaa.gov/data-access/model-data/model-datasets/north-american-multi-model-ensemble. Finally, the ECMWF-IFS hindcasts and forecasts can be accessed from https://climate.copernicus.eu/seasonal-forecasts. \r\nThe code for the statistical analysis and visualization of data in this report is openly available through GitHub (https://github.com/AndreasPrein/NAM_S2S_predictability).\r\n", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \"as is\" basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. 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Future work includes experimental validation of ECM results with quantitative elemental mapping of long-term coating test panels; correlation of ECM results to corrosion rates and degradation mechanisms; identification of thresholds for EIS data and/or ECM results and validation of ECM for field EIS data.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-11-13T19:41:34+00:00", "updateDate":"2023-11-14T22:46:21+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 22024: Learning from the Past, Inspection of Historic Penstock Lining Field Trials; Shasta Penstocks and Collbran Siphon", "generationEffortId":367, "subTheme":{ "_id":61, "subTheme":"Water Infrastructure", "definition":"Infrastructures located near water", "createDate":"2022-09-01T19:12:55+00:00" }, "tags":[ "Field Electrochemical Impedance Spectroscopy (EIS) Testing", "Corrosion Protection", "Historic Linings", "Shasta Dam", "Collbran Project", "Salt Creek Siphon", "Equivalent Circuit Model (ECM)" ], "themes":[ "Hydropower" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128546", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128547", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128562", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128546", "attributes":{ "_id":128546, "itemTitle":"S&T Project 22024 Final Report: Learning from the Past, Inspection of Historic Penstock Lining Field Trials; Shasta Penstocks and Collbran Siphon", "itemDescription":"Reclamation scientists conducted field trials of various protective linings at the Shasta Dam Unit 5 Penstock (Shasta) in 1949 and at the Collbran Project Salt Creek Siphon (Collbran) in 1959. The results of the first investigation since 1972 where Shasta and Collbran are evaluated together are reported here. Researchers used data from visual assessments and electrochemical impedance spectroscopy (EIS) to evaluate the current performance of surviving test linings at Shasta and Collbran. Visual inspections found 13Collbran lining systems exhibited no or minimal damage after 63 years. EIS data was combined with visual inspection results to investigate how dielectric characteristics might be related to the visual appearance of the test linings by applying an equivalent circuit model (ECM) to each lining system. The findings demonstrate certain formulations containing coal-tar, red lead, vinyl, chlorinated rubber, or epoxy mastic can provide corrosion protection for over 50 years of service. Future work includes experimental validation of ECM results with quantitative elemental mapping of long-term coating test panels; correlation of ECM results to corrosion rates and degradation mechanisms; identification of thresholds for EIS data and/or ECM results and validation of ECM for field EIS data.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Meredith Heilig, Bobbi Jo Merten, Allen Skaja", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-11-07T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-13T19:48:48+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/8540-2023-43_Historic Linings_ST_Final_Report_Signed.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2023-11-14T22:46:30+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7990", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128547", "attributes":{ "_id":128547, "itemTitle":"S&T Project 22024 Interim Report: Learning from the Past, Inspection of Historic Penstock Lining Field Trials; Shasta Penstocks and Collbran Siphon", "itemDescription":"Corrosion protection is fundamental to achieve infrastructure longevity. Coatings are the primary defense against corrosion. The Bureau of Reclamation began a field study in 1949 at Shasta Dam Unit 5 Penstock. Originally 26 different linings were installed in the field trial, seventy years later a detailed inspection was conducted in 2019, seven linings were still providing corrosion protection. Additionally in 2009, spot repairs were conducted due to failed coal tar enamel using a 100% solids epoxy and was in excellent condition after 10 years of service. Each lining was evaluated using Electrochemical Impedance Spectroscopy (EIS) to determine the barrier properties.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Allen Skaja", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-08-28T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-13T19:52:15+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/8540-2023-42_Shasta_Unit5_Inspection_Report_Final_508.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2023-11-14T22:46:38+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7990", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128562", "attributes":{ "_id":128562, "itemTitle":"S&T Project 22024 Data: Historic Linings Inspection Data", "itemDescription":"Reclamation scientists conducted field trials of various protective linings at the Shasta Dam Unit 5 Penstock (Shasta) in 1949 and at the Collbran Project Salt Creek Siphon (Collbran) in 1959. The results of the first investigation since 1972 where Shasta and Collbran are evaluated together are reported here. Researchers used data from visual assessments and electrochemical impedance spectroscopy (EIS) to evaluate the current performance of surviving test linings at Shasta and Collbran. This catalog item is the inspection and analysis data from Shasta and Collbran.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Meredith Heilig, Bobbi Jo Merten, Allen Skaja", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-11-07T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-15T17:50:55+00:00", "itemType":{ "_id":"DATA", "definition":"Data file", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/Historic Linings Data Summary for RISE Upload.zip", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2023-11-16T00:28:41+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7990", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7991", "attributes":{ "_id":7991, "recordTitle":"Data from S&T Project 20012: Machine Condition Monitoring", "recordDescription":"This research effort focused on expanding functionality and incorporating new condition monitoring tools which add valuable insights for use in condition-based maintenance and allowing offline analysis of collected data and sharing of data with data aggregators for deeper and longer-term analysis. Increased adoption and use of machine condition monitoring inside reclamation and sharing of the technology outside Reclamation was also a goal.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-11-13T20:07:53+00:00", "updateDate":"2025-04-09T21:17:09+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20012: Machine Condition Monitoring", "generationEffortId":368, "subTheme":{ "_id":65, "subTheme":"Condition Assessment and Monitoring", "definition":"Related to identifying, diagnosing, and predicting the condition of equipment or infrastructure.", "createDate":"2022-09-29T15:38:16+00:00" }, "tags":[ "Cavitation", "Condition Based Maintenance", "Monitoring", "Operations and Maintenance", "Vibration Monitoring" ], "themes":[ "Hydropower" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128548", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128856", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128548", "attributes":{ "_id":128548, "itemTitle":"S&T Project 20012 Final Report: Machine Condition Monitoring", "itemDescription":"Previous research in machine condition monitoring produced and refined a system which quantifies generator operation characteristics. This system has helped Reclamation facilities better predict maintenance requirements, avoiding several million dollars of unnecessary, unscheduled outage costs. This research effort focused on expanding functionality and incorporating new condition monitoring tools which add valuable insights for use in condition-based maintenance and allowing offline analysis of collected data and sharing of data with data aggregators for deeper and longer-term analysis. Increased adoption and use of machine condition monitoring inside reclamation and sharing of the technology outside Reclamation was also a goal.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"James DeHaan", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-09-30T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-13T20:18:13+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/S&T 20012 Machine Condition Monitoring Final.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2023-11-28T00:05:09+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7991", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128856", "attributes":{ "_id":128856, "itemTitle":"S&T Project 20012 Source Code: MCM2 Machine Condition Monitoring Software", "itemDescription":"This repository hosts source code for MCM2 which is software for a Machine Condition Monitoring (MCM) system for use in hydro power facilities. This is the version 2 of the software built primarily in VB.NET using Visual Studio and National Instrument Measurement Studio. The software consists of a suite of programs designed to monitor the condition of hydroelectric generators. It acquires data from multiple sources, performs calculations on acquired data, analyzes data, and stores it. During the analysis process, the data is compared to a user-defined set of conditions. If any of these conditions are met, the event is recorded, and custom actions (data storage and digital or analog outputs) are triggered. The program utilizes a client-server configuration employing WCF, allowing the core program to run in the background. A configuration utility allows the user to configure the core program and a viewer utility allows the user to develop custom display screens that can show both current and historic data. There are several other support utilities in addition to those 3 main applications. At the creation of this repository, the project utilizes Visual Studio 2019, DOT-NET Framework 4.8, National Instrument Measurement Studio 2019 Enterprise Edition, Microsoft SQL Server Express 2019.\r\n", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The Bureau of Reclamation assumes no responsibility or liability for any errors or omissions in the content of this data. The information contained in this data is provided on an \u201cas is\u201d basis with no guarantees of completeness, accuracy, usefulness or timeliness and without any warranties of any kind whatsoever, express or implied. The Bureau of Reclamation does not warrant that this data and any information or material downloaded from the data, will be uninterrupted, error-free, omission-free or free of virus or other harmful items.\r\n \r\nU.S. Government Works:\r\nFurthermore, certain data includes website hypertext links, or pointers, to information created and maintained by other public and/or private organizations. Reclamation provides these links and pointers for your information and convenience. When you select a link to an outside website, you are leaving this site and are subject to the privacy and security policies of the owners/sponsors of the outside website. \r\n\u2022 Reclamation does not control or guarantee the accuracy, relevance, timeliness, or completeness of information contained on a linked website. \r\n\u2022 Reclamation does not endorse the organizations sponsoring linked websites and we do not endorse the views they express or the products/services they offer. \r\n\u2022 Reclamation cannot authorize the use of copyrighted materials contained in linked websites. Users must request such authorization from the sponsor of the linked website. \r\n\u2022 Reclamation is not responsible for transmissions users receive from linked websites. Reclamation does not guarantee that outside websites comply with Section 508 (accessibility requirements) of the Rehabilitation Act.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Stephen Agee, Lyle Brouwer, James DeHaan", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver. CO USA", "publicationFirstPublicationDate":"2025-04-01T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2025-04-02T18:24:28+00:00", "itemType":{ "_id":"COMP", "definition":"Computer program", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/MCM2-Source-V2.5.0.1_Distro_0.zip", "updateFrequency":{ "_id":12, "updatefrequency":"as needed", "definition":"resource is updated as deemed necessary", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2025-05-13T07:44:59+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7991", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/7997", "attributes":{ "_id":7997, "recordTitle":"Data and Report from S&T 20093: Dynamic Representations of Hydrologic-Irrigator Interactions in Planning Models", "recordDescription":"Different levels of complexity for representing hydrologic-irrigator interactions in planning models were investigated. A simplified approach in which irrigator decisions regarding fallowing and irrigating are modeled via reservoir operations and water delivery rules combined with irrigator logic that determines when fallowing is triggered was implemented. Water mass balance is employed to track water flows through the system including the evolution of groundwater storage. For an intermediate level of model complexity, we have proposed and outlined an approach for linking the WRIMS Simplified Model with the physical based IWFM Demands Calculator (IDC) for the representation of soil and root zone processes governing crop water use. Ongoing work by California DWR is aimed at the third level of model complexity through development of CVSOM, a dynamic physically-based model representing the salient physical process and the time-dependent interactions between them and the reservoir operations and water management decisions by irrigators regarding irrigation, fallowing, and groundwater pumping. Recommended future work is to implement the proposed linkage between the WRIMS Simplified Model and IDC, followed by a comprehensive comparison between the three levels of models to develop guidelines for the types of water management strategy questions that can be answered by each level of modeling.", "catalogStatusId":1, "metadataFilePath":null, "metadataStandard":{ "_id":"ISO", "definition":"International Standards Organization (ISO) 19115-1:2014 metadata content standard, and ISO 19139:2007 metadata implementation standard", "createDate":"2018-11-20T13:25:52+00:00" }, "createDate":"2023-11-22T19:25:55+00:00", "updateDate":"2025-11-07T17:40:42+00:00", "programNames":[ "Science and Technology Program" ], "generationEffort":"S&T Project 20093: Dynamic Representations of Hydrologic-Irrigator Interactions in Planning Models", "generationEffortId":378, "subTheme":{ "_id":60, "subTheme":"Water Operations Planning", "definition":"Relating to water operations planning from Reclamation facilities", "createDate":"2022-08-25T17:07:57+00:00" }, "tags":[ "Planning", "Fallowing", "Aquifer Recharge" ], "themes":[ "Water" ] }, "type":"CatalogRecord", "relationships":{ "location":{ "data":[ { "id":"/rise/api/location/3091", "type":"Location" } ] }, "catalogItems":{ "data":[ { "id":"/rise/api/catalog-item/128569", "type":"CatalogItem" }, { "id":"/rise/api/catalog-item/128570", "type":"CatalogItem" } ] } } }, { "id":"/rise/api/catalog-item/128569", "attributes":{ "_id":128569, "itemTitle":"S&T Project 20093 Final Report: Dynamic Representations of Hydrologic-Irrigator Interactions in Planning Models", "itemDescription":"Different levels of complexity for representing hydrologic-irrigator interactions in planning models were investigated. A simplified approach in which irrigator decisions regarding fallowing and irrigating are modeled via reservoir operations and water delivery rules combined with irrigator logic that determines when fallowing is triggered was implemented. Water mass balance is employed to track water flows through the system including the evolution of groundwater storage. For an intermediate level of model complexity, we have proposed and outlined an approach for linking the WRIMS Simplified Model with the physical based IWFM Demands Calculator (IDC) for the representation of soil and root zone processes governing crop water use. Ongoing work by California DWR is aimed at the third level of model complexity through development of CVSOM, a dynamic physically-based model representing the salient physical process and the time-dependent interactions between them and the reservoir operations and water management decisions by irrigators regarding irrigation, fallowing, and groundwater pumping.\r\n\r\nRecommended future work is to implement the proposed linkage between the WRIMS Simplified Model and IDC, followed by a comprehensive comparison between the three levels of models to develop guidelines for the types of water management strategy questions that can be answered by each level of modeling.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Kirk Nelson", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-11-22T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-22T19:30:38+00:00", "itemType":{ "_id":"RPRT", "definition":"Report", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/ST Final_Report ST-2023-20093-01.pdf", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2025-11-07T17:42:06+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7997", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-item/128570", "attributes":{ "_id":128570, "itemTitle":"S&T Project 20093 Data: Model Data ", "itemDescription":"Input and code files required to replicate the model runs in S&T Project 20093: Dynamic Representations of Hydrologic-Irrigator Interactions in Planning Models. There are eight folders total in the data record. Each folder corresponds to one of the model runs performed in the project: six proof-of-concept runs with the WRIMS Simplified Model and two runs of the WRIMS Application to Subregion 11 Stanislaus Basin. Each model folder also contains the output data from the respective model runs.", "itemRecordStatusId":1, "isModeled":false, "hasProfile":false, "disclaimer":"The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.", "sourceCode":null, "locationSourceCode":null, "externalDataUrl":null, "parameterSourceCode":null, "modelNameSourceCode":null, "temporalStartDate":null, "temporalEndDate":null, "spatialShortDescription":null, "publicationAuthor":"Kirk Nelson", "publicationEditor":null, "publicationPublisher":"Bureau of Reclamation", "publicationPublisherLocation":"Denver, CO, USA", "publicationFirstPublicationDate":"2023-11-22T12:00:00+00:00", "publicationPeriodicalName":null, "publicationSerialNumber":null, "publicationDoi":null, "publicationVolume":null, "publicationIssue":null, "publicationSection":null, "publicationStartPage":null, "publicationEndPage":null, "createDate":"2023-11-22T19:40:34+00:00", "itemType":{ "_id":"DATA", "definition":"Data file", "createDate":"2018-11-28T14:19:59+00:00" }, "matrix":{ "_id":18, "matrix":"N/A", "definition":"Matrix is not applicable to this item", "createDate":"2020-03-26T13:58:55+00:00" }, "spatialGeometry":null, "spatialResolution":null, "spatialTransformation":null, "spatialOpenDataURL":null, "metadataFilePath":null, "binaryFilePath":"https://data.usbr.gov/rise/content-rise-public/rise/catalog-item/binary/Model Data.zip", "updateFrequency":{ "_id":14, "updatefrequency":"not planned", "definition":"there are no plans to update the data", "createDate":"2018-11-14T15:17:58+00:00" }, "updateDate":"2025-11-07T17:41:59+00:00", "verticalDatum":null, "dataStructure":"Uploaded file(s)", "itemStructureId":3, "parameterGroup":null, "parameterId":null, "parameterName":null, "parameterUnit":null, "parameterTimestep":null, "parameterTransformation":null }, "type":"CatalogItem", "relationships":{ "catalogRecord":{ "data":[ { "id":"/rise/api/catalog-record/7997", "type":"CatalogRecord" } ] } } }, { "id":"/rise/api/catalog-record/8001", "attributes":{ "_id":8001, "recordTitle":"Data and Reports from S&T Project 20024: Laboratory Evaluation of Field Repairable Materials and Techniques for Cavitation Damage: Phase II", "recordDescription":"Cavitation resistant coatings have been used in mild cavitation conditions with mixed results and rarely are in service more than a few years before needing repair. Laboratory testing of two commercial polyurethane elastomers (rubber-like properties) provided superior cavitation resistance compared to prior coatings used in cavitating environments. These materials may provide protection in moderate or severe cavitating environments, comparable to stainless steel weld overlays. A field trial was deemed necessary to verify the outcomes of the laboratory findings. These two elastomers were selected for field trials on Nathaniel \u201cNat\u201d Washington Power Plant Unit G21 turbine runner, a severe cavitation environment. Turbine runners have higher intensity cavitation and the commonly used stainless-steel weld overlays eventually cavitate with significant pitting, requiring repair on a three-year rotation . 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Different linings have been used to reduce cavitation damage on the downstream side of the butterfly valves, with minimal success. Laboratory testing identified two commercial polyurethane elastomers that may provide better cavitation resistance than prior linings used in draft tubes for cavitation resistance. The two lining materials were selected for field trials on a Flatiron Powerplant Unit 2 butterfly valve as a cavitation repair material for filling the entire cavitation pit, i.e., without stainless steel weld repair. 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The initial screening data compare cavitation performance of various coatings and metals. The follow-up data compare cavitation performance of reparability, different substrates, application conditions, cavitation intensity, termination details, and film thickness. 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Laboratory testing identified two commercial polyurethane elastomers with better cavitation resistance than prior coatings used in draft tubes for cavitation resistance. These two elastomers, PE1 and PE2, were selected for field trials on Nathaniel \u201cNat\u201d Washington Power Plant Unit G21 turbine runner, a severe cavitation environment in which stainless steel weld overlays require repairs of pitting damage on a three-year rotation. The goal of the field trial is to determine if the elastomers can reduce stainless steel cavitation in a severe cavitation environment to lengthen the repair cycle and reduce cost. 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Results are presented for exposure testing. 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The second approach explored the use of noxious plants to deter habitation, which showed promise but faced challenges in implementation, particularly at the Boise canal site where no native species were suitable. The third method utilized a concrete canvas liner, which, at the time of the authoring of this report, successfully prevented animal intrusion from burrowing. 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The video shows observations both before and after the installation of the deterrents. Another folder contains video of predator observations. The folders also contain still shots taken from the video that are used in the final report. 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These voids may lead to structural failures that threaten water supplies, cause property damage, and endanger nearby populations. Traditional deterrent methods, such as hunting and trapping, are costly, highlighting the need for innovative, sustainable, and cost-effective solutions. The 2016 Science & Technology (S&T) Program prize competition solicited ideas for deterring animals from burrowing into canal embankments. This research evaluates three selected approaches from the competition: an acoustic emitter, noxious plants, and animal impervious liner. Motion-activated video monitoring indicated a reduction in rockchuck activity following the deterrent installations, although external factors like predator presence and human activity complicated the results. Future research aims to expand field testing in collaboration with additional Reclamation regions and the U.S. Army Corps of Engineers (USACE) to encompass a broader range of species and deterrent strategies. This includes further assessment of the acoustic deterrents by varying frequency parameters and incorporating predator sound recordings. 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This work is being performed over several phases. Phase I was the production and testing of antibodies (Abs) derived from quagga mussels that could be used for the immunofluorescence detection and immunocapture of quagga and zebra mussel veligers. This phase of the project is described in Final Report ST-2014-9640-01 Monoclonal Antibodies for Improved Detection of Quagga Mussel Larvae. Phase II is described here in this closeout report. Phase II was an in-kind partnership between Reclamation, MWD, and Environmental Quality Operations (EQO, Austin, TX). The goal of Phase II was to capture the species specificity of the best candidate mAbs developed during Phase I and transfer it to biotherapeutic agents (\u201cbiopesticides\u201d) that can be produced and transported by bioengineered microalgae for the control of infested quagga and zebra mussel populations. Reclamation and MWD provided support and Abs expressing hybridoma cell lines to EQO. EQO performed all of the bioengineering work in their laboratories in developing biopesticides, and microalgae as the production and transport vector for the biopesticides. Phase III is being planned for laboratory and field testing of final products on quagga and zebra mussels. To determine the effectiveness of the final products (chimeric biopesticide + microalgae production and transport vector) created from Phase II, bioengineered microalgae will be incubated with live zebra and quagga mussel veligers to determine their ability to kill the target species. Phase III is currently dependent upon finding laboratory and field locations approved by the Environmental Protection Agency (EPA) under the Federal Insecticide, Fungicide, and Rodenticide Act (FIFRA). 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Scoping investigations into automated imagery of samples and detection of veliger scent in samples found promising results and leads that warrant further investigation. 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Testing was performed using a Megger S1-1568 insulation tester. The dataset includes: Baseline testing for Phase A, Phase B, Phase C, Bulk (3-phase), and Field Winding; After-Fault #1 (CO2 suppression) - tests not performed because suppression media did not enter the air housing; After-Fault #2 (Hybrid Water Mist media) - IR/PI test results included; After-Fault #3 (Hybrid Water Mist media) \u2013 IR/PI test results included; Measurements include corrected IR readings (to 40 degrees C), PI values, leakage current (\u00b5A), environmental conditions (temperature, humidity), and test voltages (500-5103 Vdc). The purpose of this data collection was to evaluate generator stator and field winding insulation health under baseline conditions and after exposure to various fire suppression media, providing quantitative IR and PI metrics used to assess degradation or confirm compliance with minimum acceptable thresholds. 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This dataset is specifically for Test #1, which tested the Carbon Dioxide (CO2) fire suppression technique. 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This dataset is specifically for Test #2, which tested the Hybrid Water Mist (HWM) fire suppression technique. 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This dataset is specifically for Test #3, which tested the Hybrid Water Mist (HWM) fire suppression technique with automatic generator protection disabled. 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This dataset is specifically for Test #4, which tested the Carbon Dioxide (CO2) fire suppression technique without a electrical fault. 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CO2 systems, though effective, present severe life-safety hazards, face obsolescence, and require intensive maintenance. The research evaluates water-based, water mist, clean agent, inert gas, hybrid, and chemical systems against effectiveness, safety, reliability, maintainability, cost, and environmental impact. Key points: CO2 systems are effective but increasingly unsafe and unsustainable; Water mist and inert gas systems provide strong performance with improved life safety; Hybrid water mist/inert gas systems show the highest overall potential; Clean agents face environmental and regulatory challenges; Dry/wet chemical systems are unsuitable for generators. While CO2 has protected generators for decades, its safety risks outweigh its benefits. Hybrid, inert gas, and water mist systems offer the most balanced alternatives, combining reliable suppression with enhanced personnel protection. 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