AndreaBozzo/ceres-open-data-index huggingface dataset:
Map Sheet 48 (2025 update) - Ground Motion from SA20 (10% in 50 years)

<div style='text-align:justify;'><span style='text-align:start;'>This image service is part of a collection of maps for PGA, PGV and spectral accelerations at 0.2 s (SA02), 1.0 s (SA10), and 2.0 s (SA20) to illustrate seismic hazards in California. For each ground motion parameter, maps at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The ArcGIS Online interface allows users to select any two ground motion hazard maps to compare side by side. Ground motion parameters were calculated using the 2023 update of the U.S. Geological Survey National Seismic Hazard Model. See the “Scientific Background” on MS48 webpage for detailed information.</span></div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the <a href='https://maps.conservation.ca.gov/cgs/ms48/groundmotion/' target='_blank'>MS48 Ground Motion application</a>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Esri Color Ramp: Magma</i></font></li><li><i><font color='#b22222'>Minimum: 4.41 g</font></i></li><li><i><font color='#b22222'>Maximum: 0.032 g</font></i></li><li><i><font color='#b22222'>Gamma: 1</font></i></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGA (10% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Preferred Language Spoken in California Healthcare Facilities

The dataset contains combined counts for hospital discharges, emergency room encounters, and ambulatory surgeries by preferred language spoken at each facility. The nearly 100 languages collected in the patient-level data were combined into eight geographical or cultural groups: English Language, Spanish Language, Asian/Pacific Islander Languages, Middle Eastern Languages, European Languages, African Languages, Latin American Languages, Native American Languages, and Sign Language. See the Preferred Language Spoken Language List below to see the exact separation of languages.
Map Sheet 48 (2025 update) - MMI from PGA and Epsilon (10% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGA and mean M & R (2% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGA and mean M & R (10% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration</i></font><i>:</i></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGV (2% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - Ground Motion from SA02 (10% in 50 years)

<div style='text-align:justify;'><span style='text-align:start;'>This image service is part of a collection of maps for PGA, PGV and spectral accelerations at 0.2 s (SA02), 1.0 s (SA10), and 2.0 s (SA20) to illustrate seismic hazards in California. For each ground motion parameter, maps at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The ArcGIS Online interface allows users to select any two ground motion hazard maps to compare side by side. Ground motion parameters were calculated using the 2023 update of the U.S. Geological Survey National Seismic Hazard Model. See the “Scientific Background” on MS48 webpage for detailed information.</span></div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the <a href='https://maps.conservation.ca.gov/cgs/ms48/groundmotion/' target='_blank'>MS48 Ground Motion application</a>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Esri Color Ramp: Magma</i></font></li><li><i><font color='#b22222'>Minimum: 4.41 g</font></i></li><li><i><font color='#b22222'>Maximum: 0.032 g</font></i></li><li><i><font color='#b22222'>Gamma: 1</font></i></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGV (10% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - MMI from PGA and Epsilon (2% in 50 years)

<div style='text-align:justify;'>The California Geological Survey (CGS) Map Sheet 48 (MS48) provides a depiction of expected ground shaking intensity from future earthquakes across the state. The shaking intensity is represented using the Modified Mercalli Intensity (MMI) scale, which describes the perceived earthquake shaking and correlates strongly with earthquake-induced damage. MS48 maps the level of shaking with a 2% probability of being exceeded in 50 years, equivalent to a 2,475-year average recurrence interval.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'>In addition to MS48, eight interactive MMI hazard maps are presented. These include MMIs calculated using alternative methods. For each method, MMIs at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The Arc GIS interface allows users to select any two MMI hazard maps to compare side by side.  
MMI values were calculated using several ground motion to intensity conversion equations (GMICEs). See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the </i><a href='https://maps.conservation.ca.gov/cgs/ms48/mmi/' target='_blank'><i>MS48 MMI application</i></a><i>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Number of Classes: 7</i></font></li><li><font color='#b22222'><i>Classes &amp; Hex Codes:</i></font></li><li><font color='#b22222'><i>4 - 5: #ffffbf</i></font></li><li><font color='#b22222'><i>5 - 6: #f5f500</i></font></li><li><font color='#b22222'><i>6 - 7: #f7ce00</i></font></li><li><font color='#b22222'><i>7 - 8: #fa7d00</i></font></li><li><font color='#b22222'><i>8 - 9: #fd2a00</i></font></li><li><font color='#b22222'><i>9 - 10: #c70808</i></font></li><li><font color='#b22222'><i>10 - 11: #8c0808</i></font></li></ul></div></div>
Map Sheet 48 (2025 update) - Ground Motion from PGA (2% in 50 years)

<div style='text-align:justify;'>This image service is part of a collection of maps for PGA, PGV and spectral accelerations at 0.2 s (SA02), 1.0 s (SA10), and 2.0 s (SA20) to illustrate seismic hazards in California. For each ground motion parameter, maps at two different hazard levels were presented: one with a 2% probability of being exceeded in 50 years (equivalent to 2,475-year recurrence interval) and the other with 10% probability of being exceeded in 50 years (equivalent to 475-year recurrence interval). The ArcGIS Online interface allows users to select any two ground motion hazard maps to compare side by side. Ground motion parameters were calculated using the 2023 update of the U.S. Geological Survey National Seismic Hazard Model. See the “Scientific Background” on MS48 webpage for detailed information.</div><div style='text-align:justify;'><br /></div><div style='text-align:justify;'><div><font color='#b22222'><i>Due to software limitations, symbology cannot be added to this service. To match the symbology used in the <a href='https://maps.conservation.ca.gov/cgs/ms48/groundmotion/' target='_blank'>MS48 Ground Motion application</a>, use the following configuration:</i></font></div><div><ul><li><font color='#b22222'><i>Esri Color Ramp: Magma</i></font></li><li><i><font color='#b22222'>Minimum: 4.41 g</font></i></li><li><i><font color='#b22222'>Maximum: 0.032 g</font></i></li><li><i><font color='#b22222'>Gamma: 1</font></i></li></ul></div></div>
Vegetation - Doyle-Loyalton [ds3089]

<div style='text-align:Left;'><div><div><p><span>Under contract to the California Department of Fish and Wildlife (CDFW), the North State Planning and Development Collective (NSPDC) created a fine-scale vegetation map of portions of the Sierra Nevada mountains around Lake Tahoe and the adjacent Modoc Plateau. CDFW’s Vegetation Classification and Mapping Program (VegCAMP) provided in-kind service to allocate and score the Accuracy Assessment. </span></p><p><span>The mapping study area consists of approximately 1.6 million acres, covering portions of Sierra, Plumas, Placer, Nevada, Modoc, and Lassen counties. Work was performed on the project between 2019 and 2023. The purposes of the project include assisting land managers in decision-making, fire and fuel management, protecting endangered species and habitats, protecting cultural and natural resources, habitat connectivity, habitat restoration, conservation prioritization, and informed development. NSPDC staff conducted 434 Rapid Assessment and Releve surveys across the mapping area in the summer of 2019 to gather vegetation data to be used in the development of a vegetation classification for the project area.</span></p><p><span>VegCAMP developed the floristic vegetation classification used for the project. The floristic classification follows protocols compliant with the Federal Geographic Data Committee (FGDC) and National Vegetation Classification Standards (NVCS).</span></p><p><span>The vegetation map was produced applying heads-up digitizing techniques using a 2018 base of one-meter National Agricultural Imagery Program (NAIP) imagery (true-color and color infrared), in conjunction with ancillary data and imagery sources. Map polygons are assessed for Vegetation Type, Percent Cover, Exotics, Development Disturbance, and other attributes. The minimum mapping unit (MMU) is 1 acre; exceptions are made for wetlands and riparian types, which were mapped to a 1/4 acre. Breaks on overstory cover were done at 3 acres.</span></p><p><span>Field reconnaissance and the Accuracy Assessment enhanced the overall map quality. There were a total of 107 mapping classes. The overall Fuzzy Accuracy Assessment rating for the final vegetation map</span><span><span>,</span></span><span>at the Alliance, Group, and Macrogroup levels, is 81.7% percent</span><span>.</span></p><p><span /></p></div></div></div>