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Title	San Francisco Bay Joint Venture
Lead	U.S. Fish and Wildlife Service [USFWS]
Description	The San Francisco Bay Joint Venture (SFBJV) brings together over one hundred environmental organizations, governmental agencies, landowners, and the business community to achieve a common goal and vision: protect, restore and enhance wetlands throughout the nine Bay Area counties, for the benefit of wildlife and people. The San Francisco Bay Joint Venture (SFBJV) is one of twenty-two habitat-based Migratory Bird Joint Ventures (JV) that cover nearly all of the U.S. and Canada and much of Mexico. The SFBJV coordinates strategic habitat conservation throughout the nine San Francisco (SF) Bay Area counties in accordance with the SFBJV Implementation Plan. SFBJV partners work to protect, restore and enhance habitats through project implementation and by advancing related science, policy and communication priorities. The Joint Venture program provides opportunities to develop and deliver creative solutions to our current conservation challenges through the power of collaboration and partnership. The SFBJV is funded by the U.S. Fish and Wildlife Service (USFWS) and grants from other partners and programs.
Science topics	Hunting, Agriculture, Urban development, Recreation & tourism, Surface water / flow, Flood, Mudflats, Intertidal / transition zones, Above-highwater refugia, Main channels, Sloughs, Backwater, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Delta islands, Pacific flyway, Waterfowl, Shorebirds, Gulls, Saltwater / freshwater marshes, Habitat, Non-resident / overwintering birds
Updated	April 29, 2022

Title	Pacific Flyway Shorebird Survey
Lead	Point Blue Conservation Science
Description	PFSS is a coordinated multi-partner monitoring program led by Point Blue Conservation Science designed to guide the management and conservation of wintering shorebirds in the Pacific Flyway. The PFSS contributes data to the Migratory Shorebird Project, the largest coordinated survey of wintering shorebirds on the Pacific Coast of the Americas spanning 10 countries from Canada to Peru.
Science topics	Hunting, Flood, Mudflats, Intertidal / transition zones, Above-highwater refugia, Sloughs, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Shorebirds, Saltwater / freshwater marshes, Habitat, Non-resident / overwintering birds
Updated	April 29, 2022

Title	Endangered Species Project
Lead	California Department of Pesticide Regulation [DPR]
Description	In California, DPR has been studying endangered species protection issues with federal funding since 1988. DPR activities include mapping sites occupied by federally listed species, evaluating pesticide exposure risks to inhabited sites, classifying risk and developing protection strategies to minimize risk as needed. There are currently 359 federally listed species in California including federally protected endangered and threatened species, proposed endangered, proposed threatened and Category 1 candidate species (that await only administrative processes to become protected species). Collectively, the federally listed species may occupy about 16 million acres, or about 16 percent of the land area of the state, albeit at very low densities. Of all federally listed species in California, the San Joaquin kit fox has by far the greatest overlap with agricultural areas, accounting for about 10 million acres in 14 counties, mostly in the agriculturally rich southern San Joaquin Valley. Other species that are interspersed with agricultural areas include birds, mammals, reptiles, amphibians, crustaceans and many plants.
Science topics	Agriculture, Urban development, Insecticides, Rodenticides, Herbicides, Fungicides, Chinook Salmon, Delta Smelt, Benthos, Shorebirds, Giant garter snake, California tiger salamander, Insects, Other species, Fish, Mammals, Birds, Amphibians and reptiles
Updated	April 29, 2022

Title	San Francisco Bay Bathymetry
Lead	U.S. Geological Survey [USGS]
Description	USGS has conducted bathymetric analyses in San Francisco Bay, Suisun Bay, and the Delta intermittently since 1867 based on bathymetry data primarily collected by NOAA"s National Ocean Service (NOS) (formerly the United States Coast and Geodetic Survey (USCGS)). Since the days of hydraulic gold mining, sedimentation in San Francisco Bay has changed drastically. From the 1850's until at least the late 1800's, debris from hydraulic mining in the Sierra Nevada filled the Bay. As hydraulic mining practices ceased, the amount of sediment deposited decreased. In the latter half of the 20th century an increase in the implementation of flood control and water distribution projects in the Central Valley caused the Bay to be erosional due to the reduction of the frequency and duration of peak flow conditions, which in turn decreased sediment supply to the Bay. They have used this information to locate deposits of sediment-associated contaminants, restore wetland areas, and to provide the observable linkage between anthropogenic modifications of the landscapeâ€”such as evolving land use practices, flood control, and water diversionsâ€”and natural forces of climate-driven river flow, sea level change, tides, and wind. In 1999, USGS assessed how sedimentation in the Suisun Bay has changed between 1867 and 1990 (see info sources). They have also worked collaboratively with DWR, using their more recent bathymetry data to produce a high-resolution DEM of the Delta region (see info sources). It is not clear whether USGS will continue their bathymetry surveys. The latest survey is from 2005, and took place in the South of San Francisco Bay (outside the Delta study area).
Science topics	Flood, Land elevation, Bedload, Deposition, Erosion, Main channels, Sloughs, Backwater
Updated	April 29, 2022

Title	Highway Performance Monitoring System [HPMS]
Lead	California Department of Transportation [Caltrans]
Description	HPMS is a national highway information system that includes data on the extent, condition, performance, use, and operating characteristics of the Nation's highways. While every effort has been made to ensure accuracy and completeness of the data, users should carefully evaluate its accuracy, currency, completeness, and relevance for their purposes. In 2014, a Linear Referencing System (LRS), which links the HPMS attributes to geospatial data for all public roads, was created to meet the Federal Highway Administration (FHWA)â€™s All Road Network of Linear Referenced Data (ARNOLD) requirement. Caltrans monitors and collects GIS information about highways including traffic volumes, truck volume, bridges, HOV lanes, vistas, rest areas, bottlenecks, express lanes, park and ride lots, etc.
Science topics	Urban development, Roads and bridges, Rail lines, Vessels and shipping channels
Updated	April 29, 2022

Title	National Water Level Observation Network [NWLON]
Lead	National Oceanic and Atmospheric Administration [NOAA]
Description	NOAAâ€™s Center for Operational Oceanographic Products and Services (CO-OPS) maintains the National Water Level Observation Network (NWLON), an observation network with more than 200 permanent water level stations on the coasts and Great Lakes. CO-OPS maintains three core observation and one modeling system. The National Water Level Observation Network (NWLON) is the foundation of the comprehensive system for observing, communicating, and assessing the impact of changing water levels nationwide. This system allows NOAA to provide the official tidal predictions for the nation. Accurate water level data is critical for safe and efficient marine navigation and for the protection of infrastructure along the coast. The NWLON also provides the national standards for tide and water level reference datums used for nautical charting, coastal engineering, international treaty regulation, and boundary determination. The NWLON is also widely recognized as the key federal component of the Integrated Ocean Observing System (IOOS).
Science topics	Stage, Tides, Waves, Flood, Sea level rise
Updated	April 29, 2022

Title	Classification and Assessment with Landsat of Visible Ecological Groupings [CALVEG]
Lead	U.S. Department of Agriculture [USDA]
Description	CALVEG is a USDA Forest Service product providing a comprehensive spatial dataset of existing vegetation cover over California. The data were created using a combination of automated systematic procedures, remote sensing classification, photo editing, field based observations. The Pacific Southwest Region (R5) Information Management staff is responsible for producing comprehensive spatial and tabular databases for existing vegetation, in addition to other duties. A mapping methodology has been developed to capture vegetation characteristics using automated, systematic procedures that efficiently and cost-effectively map large areas of the state with minimal bias and is supplemented with onsite field visits when appropriate. Map attributes consist of vegetation types using the CALVEG classification system and forest structural characteristics such as tree and shrub canopy cover and tree stem diameters. Data collected and managed by Forest Service programs is available in a map service and two downloadable file formats - in a shape file and an ESRI file geodatabase. Metadata is available that describes the content, source, and currency of the data. You can filter the list by the topic categories in the menu at the left to help you find information you are interested in. You can view the feature classes in a single dataset by clicking on the name of the parent dataset at the bottom of the abstract.
Science topics	Riparian wildlife, Forests, Non-forested vegetation, Habitat
Updated	April 29, 2022

Title	Moderate resolution imaging spectro radiometer MODIS
Lead	National Aeronautics and Space Administration [NASA]
Description	MODIS (or Moderate Resolution Imaging Spectroradiometer) is a key instrument aboard the Terra (originally known as EOS AM-1) and Aqua (originally known as EOS PM-1) satellites. Terra's orbit around the Earth is timed so that it passes from north to south across the equator in the morning, while Aqua passes south to north over the equator in the afternoon. Terra MODIS and Aqua MODIS are viewing the entire Earth's surface every 1 to 2 days, acquiring data in 36 spectral bands, or groups of wavelengths (see MODIS Technical Specifications). These data will improve our understanding of global dynamics and processes occurring on the land, in the oceans, and in the lower atmosphere. MODIS is playing a vital role in the development of validated, global, interactive Earth system models able to predict global change accurately enough to assist policy makers in making sound decisions concerning the protection of our environment.
Science topics	Water operations / exports, Water storage, Water conveyance / infrastructure, Forest harvesting, Agriculture, Urban development, Recreation & tourism, Surface water / flow, Direction, Tides, Residence time, Waves, Flood, Drought, Mudflats, Intertidal / transition zones, Above-highwater refugia, Main channels, Sloughs, Backwater, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Saltwater / freshwater marshes, Habitat, Energy and mines, Water use / demand
Updated	April 29, 2022

Title	Landsat Science Program
Lead	Goddard Space Flight Center
Description	Multispectral earth imaging satellite acquires data for earth observation. Numerous applications and extensive history of success with environmental and land use programs.
Science topics	Levees, Dredging, Forest harvesting, Agriculture, Urban development, Roads and bridges, Rail lines, Docks and ports, Surface water / flow, Groundwater, Stage, Direction, Tides, Residence time, Waves, Flood, Drought, Wildfire, Harmful algal blooms HAB, Phytoplankton, Suspended sediment, Turbidity, Mudflats, Intertidal / transition zones, Above-highwater refugia, Main channels, Sloughs, Backwater, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Saltwater / freshwater marshes, Habitat, Energy and mines, Snowpack / snow water equivalent SWE
Updated	April 29, 2022

Title	Sentinel Satellite
Lead	European Space Agency
Description	Earth observation using multispectral imagery from satellites. Especially suitable for monitoring changes in land cover.
Science topics	Levees, Dredging, Forest harvesting, Agriculture, Urban development, Recreation & tourism, Surface water / flow, Groundwater, Stage, Velocity, Direction, Tides, Residence time, Waves, Flood, Drought, Land elevation, Subsidence, Sea level rise, Seismicity, Wildfire, Air temperature, Precipitation, Wind, Extreme heat, Extreme storms, Suspended sediment, Water temperature, Mudflats, Intertidal / transition zones, Above-highwater refugia, Main channels, Sloughs, Backwater, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Saltwater / freshwater marshes, Habitat, Energy and mines, Snowpack / snow water equivalent SWE, Water intakes, fish screens & passage
Updated	April 29, 2022

Title	WorldView-3
Lead	DigitalGlobe
Description	Provides commercial satellite services. Multiple satellites continuously collecting multispectral imagery throughout the globe. Available for download and processing by end users.
Science topics	Levees, Forest harvesting, Agriculture, Urban development, Recreation & tourism, Roads and bridges, Rail lines, Docks and ports, Surface water / flow, Stage, Direction, Tides, Residence time, Flood, Drought, Land elevation, Subsidence, Sea level rise, Seismicity, Wildfire, Suspended sediment, Erosion, Turbidity, Mudflats, Intertidal / transition zones, Above-highwater refugia, Main channels, Sloughs, Backwater, Submerged aquatic vegetation, Floating aquatic vegetation, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Saltwater / freshwater marshes, Energy and mines, Snowpack / snow water equivalent SWE, Vessels and shipping channels
Updated	April 29, 2022

Title	California Aquatic Resource Inventory [CARI]
Lead	San Francisco Estuary Institute [SFEI]
Description	The California Aquatic Resource Inventory is a standardized statewide map of surface waters and related habitat types, including wetlands, rivers, streams, lakes, and their riparian areas. The CARI v0 dataset includes: the National Wetland Inventory (NWI, last updated in 2010) of the US Fish and Wildlife Service, the National Hydrography Dataset (NHD, high resolution dataset at 1:2400 scale, last updated in 1999) of the US Geological Survey, three regional datasets developed by SFEI's GIS team using CARI's standardized, and more detailed, mapping protocols and used to demonstrate the WRAMP framework. Links to more information about these mapping efforts are listed below under "Subprojects" (below). San Francisco Bay Area Aquatic Resources Inventory (BAARI)- 2011 Lake Tahoe Basin (TARIv2.1) - 2016 Laguna de Santa Rosa Plain (near Santa Rosa ,CA. NCARI) - 2013, and Six County Aquatic Resources Inventory (including Sacramento, Placer, Yolo, El Dorado, Yuba, and Sutter Counties, California) developed by the US Army Corps of Engineers (Sacramento District) through federal funding - 2010. For more information contact ecoatlas@sfei.org
Science topics	Mudflats, Intertidal / transition zones, Above-highwater refugia, Saltwater / freshwater marshes
Updated	April 29, 2022

Title	Multibeam Delta Bathymetry Surveys
Lead	California Department of Water Resource [DWR]
Description	The California Department of Water Resources (CA-DWR), North Central Region Office (NCRO), Bathymetry and Technical Support Section has conducted bathymetry surveys in the Delta since 2011 (according to the Bathymetry Catalog). Data have been used to support planning for the installation of behavioural fish barriers, to assess the riverâ€™s channel capacity and ability to convey flows, to assess water quality dynamics, to better understand the areaâ€™s risk of flooding and to improve the quality of flood hazard data and maps available to local communities (under the DWRâ€™s FloodSAFE California Initiative), to improve knowledge of sediment presence and movement, to provide high-resolution bathymetry data for hydraulic models, to assess the placement of a drought barrier, to determine how the channel bottom is evolving due to the installation of an emergency drought barrier, and to determine the effects of fish passage projects.
Science topics	Flood, Land elevation, Main channels, Sloughs, Backwater
Updated	April 29, 2022

Title	State Park System Statistics Monitoring
Lead	California Department of Parks and Recreation [PARKS]
Description	California monitors number of "use-days" by individual parks Statewide. Each year the Department publishes California State Park System Statistical Report, which contains data that collectively describe and measure the California State Park System. This data covers the most recent fiscal year, July 1 through June 30. This annual report provides information on the system as it existed and was operated during that 12-month period. Among this data are the identity of the system's official set of classified units and major unclassified properties, their acreage, their visitor attendance, the number of selected visitor use facilities, the revenues generated by the system, the system's operating costs, and levels of staffing used to maintain the system. In addition, as of the 2014-15 Statistical Report, the publication now includes Park Unit Costing information, which offers an increased level of fiscal information that allows for a greater understanding of how the Departmental funding is allocated amongst the various state park units in support of the State Park's System.
Science topics	Recreation & tourism, Environmental drivers, Socio-economic drivers
Updated	April 29, 2022

Title	California Boat Registration
Lead	California Department of Parks and Recreation [PARKS]
Description	The California Department of Boating and Waterways reports the number of vessels registered by county and year.
Science topics	Recreation & tourism, Environmental drivers, Vessels and shipping channels
Updated	April 29, 2022

Title	Vegetation Classification and Mapping Program [VegCAMP]
Lead	California Department of Fish and Wildlife [CDFW]
Description	VegCAMP focuses on developing and maintaining maps and classifying all vegetation and habitats in the state to support conservation and management decisions at the local, regional, and state levels. The principal roles of the program include: Developing and maintaining a standardized vegetation classification system for California;Implementing and updating best methods of vegetation assessment including sampling, analyzing, reporting, and mapping vegetation at multiple scales;Training resource professionals on these methods and coordinating with other agencies and organizations to ensure a statewide, standardized approach toward collecting, reporting, and interpreting vegetation data;Developing best practices for using these data for long-range conservation and management of natural lands in the state;Conducting integrated vegetation assessments throughout the state in areas with high conservation and management interest to the Department of Fish and Wildlife and other agencies;Archiving and distributing vegetation data;Coordinating with other state, federal, and local agencies and organizations involved in vegetation assessment;Integrating standard vegetation classification systems with species distributions to encourage unified habitat assessments and conservation efforts. Long-range goals of the program include: Completing and maintaining a statewide SCV-compliant classification and map in collaboration with other agencies and organizations;Developing and updating the most appropriate vegetation products for conservation planning and natural resources management within the state;Integrating the program with similar ones from other states and countries to facilitate national and international conservation and management of natural resources.
Science topics	Forest harvesting, Agriculture, Urban development, Wildfire, Mudflats, Intertidal / transition zones, Riparian wildlife, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Saltwater / freshwater marshes, Habitat
Updated	April 29, 2022

Title	Farmland Mapping & Monitoring Program [FMMP]
Lead	U.S. Department of Agriculture [USDA]
Description	The Farmland Mapping and Monitoring Program (FMMP) produces maps and statistical data used for analyzing impacts on California's agricultural resources. Agricultural land is rated according to soil quality and irrigation status;the best quality land is called Prime Farmland. The maps are updated every two years with the use of a computer mapping system, aerial imagery, public review, and field reconnaissance.
Science topics	Agriculture, Urban development, Non-forested vegetation, Environmental drivers, Habitat
Updated	April 29, 2022

Title	Statewide Crop Mapping
Lead	Land IQ
Description	Agricultural lands are mapped in the state of California each year, beginning in 2014. In 2014, DWR contracted LandIQ to undertake a comprehensive mapping project for the the state of California. Field-scale assessment of agricultural land use and urban/managed wetland boundaries were determined, and these 2014 data are publicly available on the DWR Land User Viewer interactive map. Following this 2014 work, LanIQ was subsequrntly contracted to continue mapping in and around the state of California, focused on mapping agricultural lands only (2014-ongoing). Aerial imagery provided by the United States Department of Agriculture (USDA) National Agriculture Imagery Program (NAIP) was collected throughout the summer of 2014 by the USDA and used for field delineation, classification and QA/QC of the final product. Multiple Landsat 8 images were used for the initial crop classification. Imagery from the Landsat 8 satellite is free and available every 16 days and provided for temporal analysis throughout the growing season. Ground truth data were collected during the 2014 growing season prior to the initiation of this project. These data were used for training and validation of the mapping analysis. Field data from over 15% of all irrigated land in the Central Valley was collected. 25% of the ground truth data were set aside for independent validation. Analysis in areas that lacked ground truth data was performed using imagery and classification approaches established in areas that were informed by training data. (https://gis.water.ca.gov/app/CADWRLandUseViewer/images/i15_Crop_Mapping_2014_Final_Meta.pdf) (https://gis.water.ca.gov/app/CADWRLandUseViewer/)
Science topics	Agriculture, Urban development, Mudflats, Intertidal / transition zones, Above-highwater refugia, Managed ponds, Saltwater / freshwater marshes
Updated	April 29, 2022

Title	National Wetlands Inventory
Lead	U.S. Fish and Wildlife Service [USFWS]
Description	"The National Wetlands Inventory (NWI) was established by the US Fish and Wildlife Service (FWS) to conduct a nationwide inventory of U.S. wetlands to provide biologists and others with information on the distribution and type of wetlands to aid in conservation efforts. This is done through the use of a wetland classification system, and the development of techniques for mapping and recording data. This dataset represents the extent, approximate location and type of wetlands and deepwater habitats in California." See: https://www.fws.gov/wetlands/nwi/Overview.html
Science topics	Surface water / flow, Mudflats, Intertidal / transition zones, Seasonally flooded, Open water, Managed ponds, Riparian wildlife, Saltwater / freshwater marshes
Updated	April 29, 2022

Title	Seismic Hazards Program
Lead	California Department of Conservation [DOC]
Description	The Seismic Hazards Program delineates areas prone to ground failure and other earthquake-related hazards including soil liquefaction (the failure of water-saturated soil), earthquake-induced landslides, surface fault rupture, and tsunami inundation. Cities and counties are required to use these maps in their land-use planning and building permit processes so that these hazards are identified and mitigated for development projects prior to the next major earthquake. Additionally, the program reviews and provides comments on geologic and seismic hazards that apply directly to the design and construction of essential and critical facilities around the state. These facilities include schools, hospitals, nuclear power plants, hazardous waste repositories, and others, typically under contract to other state agencies. The program compiles information about past earthquakes, the potential for earthquakes on major faults, and rates of deformation across California to estimate the potential for future earthquakes. The Seismic Hazards Program works closely with the U.S. Geological Survey to produce earthquake shaking maps that are used in development of building codes and in earthquake damage and loss estimates.
Science topics	Agriculture, Urban development, Land elevation, Subsidence, Sea level rise, Seismicity, Suspended sediment, Bedload, Deposition, Erosion, Chemistry, Forests, Non-forested vegetation, Delta islands, Pacific flyway
Updated	April 29, 2022

Title	Energy Almanac
Lead	California Energy Commission [CEC]
Description	The Energy Almanac tracks and reports the location and size of power plants, where transmission lines are, as well as where electrical demands or transmission bottlenecks occur. The Almanac also reports 10- year trends in energy demand and supply, and to some extent predicts where additional facilities will be needed. The data reported in the Energy Almanac comes from surveys performed by the California Energy Commission, as well as other sources.
Science topics	Environmental drivers, Energy and mines
Updated	April 29, 2022

Title	Mineral Resources Program
Lead	California Department of Conservation [DOC]
Description	Mineral Resources Program provides data about California's varied non-fuel mineral resources (such as metals and industrial minerals), naturally occurring mineral hazards (such as asbestos, radon, and mercury), and information about active and historic mining activities throughout the state. Program reports and maps are shared with governmental agencies, universities, repository libraries and are available for purchase from CGS. Older reports are available in paper;some newer reports are available in paper and digital formats compatible with commonly used Geographic Information System (GIS) software. The program is divided into two projects: the Mineral Resources Project and the Mineral Hazards Project;The "Mineral Hazards Project" provides maps, technical information and advice, and monitors activities about minerals-related environmental and public health issues such as naturally occurring heavy metals, asbestos, mercury and radon;The "Mineral Resources Project" provides objective geologic expertise and information about California's diverse non-fuel mineral resources. Non-fuel mineral resources fall into three categories: metals, industrial minerals and construction aggregate.
Science topics	Suspended sediment, Deposition, Erosion, Chemistry, Toxicity, Hg and methyl mercury, Forests, Non-forested vegetation, Delta islands, Pacific flyway, Environmental drivers, Energy and mines
Updated	April 29, 2022

Title	National Strong Motion Project [NSMP]
Lead	U.S. Geological Survey [USGS]
Description	The USGS National Strong-Motion Project (formerly titled the National Strong Motion Program) has the primary Federal responsibility for acquiring strong motion records of significant earthquakes in the United States recorded by sensors placed in the ground and in man-made structures. Currently the NSMP operates and maintains strong-motion instruments at more than 660 ground, free-field and reference sites, and more than 3200 channels of data from about 180 structural arrays. When a significant earthquake occurs, the NSMP automatically retrieves strong motion recordings from its instrumentation as well as from more than 2000 other instruments operated throughout the US by federal, state, and local agencies, private companies, and academic institutions that participate in the Advanced National Seismic System (ANSS). The NSMP rapidly processes these recordings according to COSMOS standards and archives the products at the Center for Engineering Strong Motion Data.
Science topics	Land elevation, Subsidence, Sea level rise, Seismicity, Forests, Non-forested vegetation, Delta islands, Pacific flyway
Updated	April 29, 2022

Title	National Geospatial Agriculture Monitoring
Lead	National Agricultural Statistics Service [NASS]
Description	"US Department of Agriculture (USDA), National Agricultural Statistics Service (NASS) collects and provides timely, accurate, and useful statistical information in service to US agriculture. The Spatial Analysis Research Section (SARS) within the Research and Development Division of NASS has produced a yearly Cropland Data Layer (CDL) product based on mid-resolution satellite data and high quality ground truth since 1997. This agricultural geospatial data is a crop and other specific land cover classification encompassing the entire contiguous United States. It provides geo-referenced, high accuracy, 30 or 56 m resolution, crop specific cropland land cover information. This product has been extensively used by policy and decision makers, scientists, researchers, educators, and farm producers for land cover monitoring, agricultural sustainability, crop acreage and yield estimation,disaster assessment, bioenergy crop inventory, food security policy, environmental assessment, carbon accounting, and other research interests that are of vital importance to American agriculture and its economy."
Science topics	Agriculture
Updated	April 29, 2022

Title	Managing Agricultural Soils for Carbon and Water Benefits in the California Delta: Understanding Influences on Decision-Making and Practice Adoption of in-Delta Farmers.
Lead	University of California - Davis [UC Davis]
Description	This project investigated and analyzed the major factors contributing to decision-making and adoption of soil management practices by farmers in the delta. In this project, Rudnick applied a mixed-methods approach to better understand what drives farmers’ decisions. To collect these data, the fellow used semi-structured interviews with farmers and relevant agricultural stakeholders, and participant observations at a number of public meetings and grower outreach events, including water coalition meetings, farmer field demo days, UC Davis outreach days, industry group conferences.
Science topics	Agriculture, Urban development
Updated	February 26, 2024

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