AndreaBozzo/ceres-open-data-index huggingface dataset:
California Streams

<DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>Notes: As of June 2020 this dataset has been static for several years. Recent versions of NHD High Res may be more detailed than this dataset for some areas, while this dataset may still be more detailed than NHD High Res in other areas. This dataset is considered authoritative as used by CDFW for particular tracking purposes but may not be current or comprehensive for all streams in the state.</SPAN></P><P><SPAN>National Hydrography Dataset (NHD) high resolution NHDFlowline features for California were originally dissolved on common GNIS_ID or StreamLevel* attributes and routed from mouth to headwater in meters. The results are measured polyline features representing entire streams. Routes on these streams are measured upstream, i.e., the measure at the mouth of a stream is zero and at the upstream end the measure matches the total length of the stream feature. Using GIS tools, a user of this dataset can retrieve the distance in meters upstream from the mouth at any point along a stream feature.** CA_Streams_v3 Update Notes: This version includes over 200 stream modifications and additions resulting from requests for updating from CDFW staff and others***. New locator fields from the USGS Watershed Boundary Dataset (WBD) have been added for v3 to enhance user's ability to search for or extract subsets of California Streams by hydrologic area. *See the Source Citation section of this metadata for further information on NHD, WBD, NHDFlowline, GNIS_ID and StreamLevel. **See the Data Quality section of this metadata for further explanation of stream feature development. ***Some current NHD data has not yet been included in CA_Streams. The effort to synchronize CA_Streams with NHD is ongoing.</SPAN></P></DIV></DIV></DIV>

Tags: CDFW, Offline, complex edge, measured, meters, route, stream, stream based, whole stream
Organization: California Department of Fish and Wildlife
California Lakes

<div style='text-align:Left;'><div><div><p><span>NOTE: In 2013, the California Department of Fish and Game (CDFG, DFG) was renamed to California Department of Fish and Widlife (CDFW). This dataset is an update of California lake, reservoir, and pond layers as assembled by the California Department of Fish and Game (DFG). It includes many small and unnamed waterbodies in the High Sierra and California Cascades, some of which are not depicted on USGS 7.5-minute/1:24,000-scale topographic maps. Most data were captured at 1:24,000-scale or better. Waterbodies are represented as single polygons (with islands), with Latitude/Longitude coordinates of waterbody centroids and a unique numeric identifier for each. Waterbody polygons represent shorelines generally at full or near-full levels. A previous version of this dataset did not contain islands. This dataset is considered authoritative as used by CDFW for particular tracking purposes but may not be current or comprehensive for all waterbodies in the state.</span></p></div></div></div>

Tags: CDFW, California, Lake, Lakes, Offline, Pond, Ponds, Reservoir, Reservoirs, Water Bodies, Water Body, Waterbodies, Waterbody, environment, inlandWaters
Organization: California Department of Fish and Wildlife
Downed Wood - Spears and Didion Ranches [ds316] Extended Table

These data are the number individual stems of three different types of downed woody debris (DWD), which are logs and slash, from 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. There were three 0.05-ha circular habitat sampling plots at each of the 15 sample points.

Tags: __, authcdfw, california department of fish and wildlife, california natural resources agency, caopendata, cdfw, downed woody debris, ds031620070822wm, habitat attributes, management, planning, sample, slash
Organization: California Department of Fish and Wildlife
Riparian Birds - Sierra Nevada Foothills [ds303]

<DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>These data are summary statistics of abundances of birds counted within 100-m radius circles with 10-minute point counts at multiple sample points along 36 randomly selected watercourses in the foothills of the Sierra Nevada Mountain Range. Bird surveys were conducted between 25 March 2005 and 30 June 2005 along watercourses from Butte to Calaveras counties. These data represent 2,614 detections of 94 species at 144 different sample points along the 36 watercourses.</SPAN></P></DIV></DIV></DIV>

Tags: abundance, authcdfw, bird, california department of fish and wildlife, california natural resources agency, caopendata, cdfw, distribution, ds030320070503wm, inventory, management, multi-species, planning, riparian, sample
Organization: California Department of Fish and Wildlife
Birds - Spears and Didion Ranches [ds315] Extended Table

These data are summary statistics of abundances of birds counted within 100-m radius circles with 10-minute point counts at 15 sample points within Spears and Didion Ranches, Placer County, in the foothills of the Sierra Nevada Mountain Range. Bird surveys were conducted 1 April to 6 June 2005 and 19 March to 23 June 2006. These data represent 539 detections of 69 species at 15 different sample points within these two ranches that are part of the Placer Legacy program.

Tags: Auth_CDFW, CAOpenData, CDFW, California Department of Fish And Wildlife, California Natural Resources Agency, DS0315_20070814_wm, Placer Legacy Program, Resource Assessment Program, abundance, bird, distribution, inventory, management, planning, sample
Organization: California Department of Fish and Wildlife
Snags - Spears and Didion Ranches [ds317] Extended Table

<DIV STYLE="text-align:Left;"><DIV><P><SPAN>These data are the characteristics of the individual snags (standing dead trees) found at 15 sample points with three 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. Twelve of the forty-five 0.05-ha circular plots contained snags. To be counted, snags had to be &gt; 4" dbh and &gt; 9.8 ft tall and within the 12.6 m radius plot.</SPAN></P></DIV></DIV>

Tags: abundance, authcdfw, california department of fish and wildlife, california natural resources agency, caopendata, cdfw, dead trees, ds031720070822wm, habitat attributes, inventory, mangement, placer legacy program, planning, plant, sample, snags
Organization: California Department of Fish and Wildlife
Downed Wood - Spears and Didion Ranches [ds316]

These data are the number individual stems of three different types of downed woody debris (DWD), which are logs and slash, from 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. There were three 0.05-ha circular habitat sampling plots at each of the 15 sample points.

Tags: __, authcdfw, california department of fish and wildlife, california natural resources agency, caopendata, cdfw, downed woody debris, ds031620070822wm, habitat attributes, management, planning, sample, slash
Organization: California Department of Fish and Wildlife
SGMA Climate Change Resources

This dataset includes processed climate change datasets related to climatology, hydrology, and water operations. The climatological data provided are change factors for precipitation and reference evapotranspiration gridded over the entire State. The hydrological data provided are projected stream inflows for major streams in the Central Valley, and streamflow change factors for areas outside of the Central Valley and smaller ungaged watersheds within the Central Valley. The water operations data provided are Central Valley reservoir outflows, diversions, and State Water Project (SWP) and Central Valley Project (CVP) water deliveries and select streamflow data. Most of the Central Valley inflows and all of the water operations data were simulated using the CalSim II model and produced for all projections.

These data were originally developed for the California Water Commission’s Water Storage Investment Program (WSIP). The WSIP data used as the basis for these climate change resources along with the technical reference document are located here: https://data.cnra.ca.gov/dataset/climate-change-projections-wsip-2030-2070. Additional processing steps were performed to improve user experience, ease of use for GSP development, and for Sustainable Groundwater Management Act (SGMA) implementation. Furthermore, the data, tools, and guidance may be useful for purposes other than sustainable groundwater management under SGMA.

Data are provided for projected climate conditions centered around 2030 and 2070. The climate projections are provided for these two future climate periods, and include one scenario for 2030 and three scenarios for 2070: a 2030 central tendency, a 2070 central tendency, and two 2070 extreme scenarios (i.e., one drier with extreme warming and one wetter with moderate warming). The climate scenario development process represents a climate period analysis where historical interannual variability from January 1915 through December 2011 is preserved while the magnitude of events may be increased or decreased based on projected changes in precipitation and air temperature from general circulation models.

## 2070 Extreme Scenarios Update, September 2020

DWR has collaborated with Lawrence Berkeley National Laboratory to improve the quality of the 2070 extreme scenarios. The 2070 extreme scenario update utilizes an improved climate period analysis method known as "quantile delta mapping" to better capture the GCM-projected change in temperature and precipitation. A technical note on the background and results of this process is provided here: https://data.cnra.ca.gov/dataset/extreme-climate-change-scenarios-for-water-supply-planning/resource/f2e1c61a-4946-4863-825f-e6d516b433ed. 

*Note: the original version of the 2070 extreme scenarios can be accessed in the archive posted here: https://data.cnra.ca.gov/dataset/sgma-climate-change-resources/resource/51b6ee27-4f78-4226-8429-86c3a85046f4*

Tags: CWC, DWR, SGMA, WSIP, climate change, projected hydrology, sustainable groundwater management, water storage investment program
Organization: California Department of Water Resources
Snags - Spears and Didion Ranches [ds317] Extended Table

<DIV STYLE="text-align:Left;"><DIV><P><SPAN>These data are the characteristics of the individual snags (standing dead trees) found at 15 sample points with three 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. Twelve of the forty-five 0.05-ha circular plots contained snags. To be counted, snags had to be &gt; 4" dbh and &gt; 9.8 ft tall and within the 12.6 m radius plot.</SPAN></P></DIV></DIV>

Tags: Auth_CDFW, CAOpenData, CDFW, California Department of Fish And Wildlife, California Natural Resources Agency, DS0317_20070822_wm, Placer Legacy Program, abundance, dead trees, habitat attributes, inventory, mangement, planning, plant, sample, snags
Organization: California Department of Fish and Wildlife
Snags - Spears and Didion Ranches [ds317]

<DIV STYLE="text-align:Left;"><DIV><P><SPAN>These data are the characteristics of the individual snags (standing dead trees) found at 15 sample points with three 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. Twelve of the forty-five 0.05-ha circular plots contained snags. To be counted, snags had to be &gt; 4" dbh and &gt; 9.8 ft tall and within the 12.6 m radius plot.</SPAN></P></DIV></DIV>

Tags: abundance, authcdfw, california department of fish and wildlife, california natural resources agency, caopendata, cdfw, dead trees, ds031720070822wm, habitat attributes, inventory, mangement, placer legacy program, planning, plant, sample, snags
Organization: California Department of Fish and Wildlife
Downed Wood - Spears and Didion Ranches [ds316] Extended Table

These data are the number individual stems of three different types of downed woody debris (DWD), which are logs and slash, from 0.05-ha circular plot habitat samples taken in 2005 at sample points at Spears and Didion Ranches, Placer County, California. There were three 0.05-ha circular habitat sampling plots at each of the 15 sample points.

Tags: Auth_CDFW, CAOpenData, CDFW, California Department of Fish And Wildlife, California Natural Resources Agency, DS0316_20070822_wm, __, downed woody debris, habitat attributes, management, planning, sample, slash
Organization: California Department of Fish and Wildlife
Elk Home Range - Cedar Canyon - 2005-2006, 2015-2017 [ds3113]

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The project lead for the collection of this data was Bob Stafford. Elk (7 adult females, 3 adult males) from the Cedar Canyon herd were captured and equipped with Lotek GPS collars (</SPAN></SPAN><SPAN><SPAN>LifeCycle 800 GlobalStar/ GPS3300L, Lotek Wireless, Newmarket, Ontario, Canada</SPAN></SPAN><SPAN><SPAN>) and ATS GPS collars (G2000, Advanced Telemetry Systems, Isanti, Minnesota, USA), transmitting data from 2005-2006 and 2015-2017. The study area was within the La Panza Elk Management Unit, north of State Highway 58 in the Temblor Range and largely residing on private lands. The Cedar Canyon herd contains short distance, elevation-based movements likely due to seasonal habitat conditions, but this herd does not migrate between traditional summer and winter seasonal ranges. Instead, the herd displays a residential pattern, slowly moving up or down elevational gradients. Therefore, annual home ranges were modeled using year-round data to demarcate high use areas in lieu of modeling the specific winter ranges commonly seen in other ungulate analyses in California. GPS locations were fixed at 1-13 hour intervals in the dataset. To improve the quality of the data set as per Bjørneraas et al. (2010), the GPS data were filtered prior to analysis to remove locations which were: i) further from either the previous point or subsequent point than an individual elk is able to travel in the elapsed time, ii) forming spikes in the movement trajectory based on outgoing and incoming speeds and turning angles sharper than a predefined threshold , or iii) fixed in 2D space and visually assessed as a bad fix by the analyst. </SPAN></SPAN></P><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The methodology used for this analysis allowed for the mapping of the herd’s annual range based on a small sample. Brownian Bridge Movement Models (BBMMs; Sawyer et al. 2009) were constructed with GPS collar data from 9 elk in total, including 17 year-long sequences, location, date, time, and average location error as inputs in Migration Mapper to assess annual range. Annual range BBMMs were produced at a spatial resolution of 50 m using a sequential fix interval of less than 27 hours and a fixed motion variance of 1000. Population-level annual range designations for this herd may expand with a larger sample, filling in some of the gaps between high-use annual range polygons in the map. Annual range is visualized as the 50</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN><SPAN> percentile contour (high use) and the 99</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN> percentile contour of the year-round utilization distribution. </SPAN></P></DIV></DIV></DIV>

Tags: Brownian bridge movement model, CDFW, California, Cervus canadensis, GPS, Kern, San Luis Obispo, annual range, connectivity, elk, home range, migration mapper, telemetry
Organization: California Department of Fish and Wildlife
Elk Home Range - California Valley - 2005-2006, 2015-2017 [ds3112]

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The project lead for the collection of this data was Bob Stafford. Elk (7 adult females, 3 adult males) from the California Valley herd were captured and equipped with Lotek GPS collars (</SPAN></SPAN><SPAN><SPAN>LifeCycle 800 GlobalStar/ GPS3300L, Lotek Wireless, Newmarket, Ontario, Canada</SPAN></SPAN><SPAN><SPAN>) and ATS GPS collars (G2000, Advanced Telemetry Systems, Isanti, Minnesota, USA), transmitting data from 2005-2006 and 2015-2017. The study area was within the La Panza Elk Management Unit, north adjacent of State Highway 58 in the Carrizo Plain and largely residing on a patchwork of private lands and CDFW’s California Valley. The Cedar Canyon herd contains short distance, elevation-based movements likely due to seasonal habitat conditions, but this herd does not migrate between traditional summer and winter seasonal ranges. Instead, the herd displays a residential pattern, slowly moving up or down elevational gradients. Therefore, annual home ranges were modeled using year-round data to demarcate high use areas in lieu of modeling the specific winter ranges commonly seen in other ungulate analyses in California. GPS locations were fixed at 1-13 hour intervals in the dataset. To improve the quality of the data set as per Bjørneraas et al. (2010), the GPS data were filtered prior to analysis to remove locations which were: i) further from either the previous point or subsequent point than an individual elk is able to travel in the elapsed time, ii) forming spikes in the movement trajectory based on outgoing and incoming speeds and turning angles sharper than a predefined threshold , or iii) fixed in 2D space and visually assessed as a bad fix by the analyst. </SPAN></SPAN></P><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The methodology used for this analysis allowed for the mapping of the herd’s annual range based on a small sample. Brownian Bridge Movement Models (BBMMs; Sawyer et al. 2009) were constructed with GPS collar data from 9 elk in total, including 17 year-long sequences, location, date, time, and average location error as inputs in Migration Mapper to assess annual range. Annual range BBMMs were produced at a spatial resolution of 50 m using a sequential fix interval of less than 27 hours and a fixed motion variance of 1000. Population-level annual range designations for this herd may expand with a larger sample, filling in some of the gaps between high-use annual range polygons in the map. Annual range is visualized as the 50</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN><SPAN> percentile contour (high use) and the 99</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN> percentile contour of the year-round utilization distribution. </SPAN></P></DIV></DIV></DIV>

Tags: Brownian bridge movement model, CDFW, California, Cervus canadensis, GPS, Kern, San Luis Obispo, annual range, connectivity, elk, home range, migration mapper, telemetry
Organization: California Department of Fish and Wildlife
Elk Home Range - American - 2005-2008, 2015-2017 [ds3111]

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The project lead for the collection of this data was Bob Stafford. Elk (9 adult females, 5 adult males) from the American herd were captured and equipped with Lotek GPS collars (</SPAN></SPAN><SPAN><SPAN>LifeCycle 800 GlobalStar/ GPS3300L, Lotek Wireless, Newmarket, Ontario, Canada</SPAN></SPAN><SPAN><SPAN>) and ATS GPS collars (G2000, Advanced Telemetry Systems, Isanti, Minnesota, USA), transmitting data from 2005-2008 and 2015-2017. The study area was within the La Panza Elk Management Unit, northeast of State Highway 166 and largely residing within Carrizo Plain National Monument and Carrizo Plains Ecological Reserve. The American herd contains short distance, elevation-based movements likely due to seasonal habitat conditions, but this herd does not migrate between traditional summer and winter seasonal ranges. Instead, the herd displays a residential pattern, slowly moving up or down elevational gradients. Therefore, annual home ranges were modeled using year-round data to demarcate high use areas in lieu of modeling the specific winter ranges commonly seen in other ungulate analyses in California. GPS locations were fixed at 11-13 hour intervals in the dataset. To improve the quality of the data set as per Bjørneraas et al. (2010), the GPS data were filtered prior to analysis to remove locations which were: i) further from either the previous point or subsequent point than an individual elk is able to travel in the elapsed time, ii) forming spikes in the movement trajectory based on outgoing and incoming speeds and turning angles sharper than a predefined threshold , or iii) fixed in 2D space and visually assessed as a bad fix by the analyst. </SPAN></SPAN></P><P STYLE="margin:0 0 11 0;"><SPAN><SPAN>The methodology used for this analysis allowed for the mapping of the herd’s annual range based on a small sample. Brownian Bridge Movement Models (BBMMs; Sawyer et al. 2009) were constructed with GPS collar data from 11 elk in total, including 20 year-long sequences, location, date, time, and average location error as inputs in Migration Mapper to assess annual range. Annual range BBMMs were produced at a spatial resolution of 50 m using a sequential fix interval of less than 27 hours and a fixed motion variance of 1000. Population-level annual range designations for this herd may expand with a larger sample, filling in some of the gaps between high-use annual range polygons in the map. Annual range is visualized as the 50</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN><SPAN> percentile contour (high use) and the 99</SPAN></SPAN><SPAN><SPAN>th</SPAN></SPAN><SPAN> percentile contour of the year-round utilization distribution.</SPAN></P></DIV></DIV></DIV>

Tags: Brownian bridge movement model, CDFW, California, Cervus canadensis, GPS, Kern, San Luis Obispo, annual range, connectivity, elk, home range, migration mapper, telemetry
Organization: California Department of Fish and Wildlife
Utility Solar Generation and Capacity by Type and County Table: 2019

<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Utility Solar Generation and Capacity by Type and County Table: 2019</span>

Tags: CAOpenData, California Energy Commission, California Natural Resources Agency, EAD
Organization: California Energy Commission
Utility Solar Generation and Capacity by Type and County Table: 2018

<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Utility Solar Generation and Capacity by Type and County Table: 2018</span>

Tags: CAOpenData, California Energy Commission, California Natural Resources Agency, EAD
Organization: California Energy Commission
Energy Peak by POEU: 2021

<div>Notes: The 16 Publicly Owned Electric Utilities (POEU) shown on this map represent those with an annual electrical demand exceeding 700 gigawatt hours (GWh) per year. The map does not include California's investor-owned utilities. Northern CA Power Authority and smaller POEUs are not mapped.</div>

Tags: CAOpenData, California Energy Commission, California Natural Resources Agency, EAD
Organization: California Energy Commission