AndreaBozzo/ceres-open-data-index huggingface dataset:
TAP21 bg Seattle - Existing TC %

<p>This data layer references data from a high-resolution tree canopy change-detection layer for Seattle, Washington. Tree canopy change was mapped by using remotely sensed data from two time periods (2016 and 2021). Tree canopy was assigned to three classes: 1) no change, 2) gain, and 3) loss. No change represents tree canopy that remained the same from one time period to the next. Gain represents tree canopy that increased or was newly added, from one time period to the next. Loss represents the tree canopy that was removed from one time period to the next. Mapping was carried out using an approach that integrated automated feature extraction with manual edits. Care was taken to ensure that changes to the tree canopy were due to actual change in the land cover as opposed to differences in the remotely sensed data stemming from lighting conditions or image parallax. Direct comparison was possible because land-cover maps from both time periods were created using object-based image analysis (OBIA) and included similar source datasets (LiDAR-derived surface models, multispectral imagery, and thematic GIS inputs). OBIA systems work by grouping pixels into meaningful objects based on their spectral and spatial properties, while taking into account boundaries imposed by existing vector datasets. Within the OBIA environment a rule-based expert system was designed to effectively mimic the process of manual image analysis by incorporating the elements of image interpretation (color/tone, texture, pattern, location, size, and shape) into the classification process. A series of morphological procedures were employed to ensure that the end product is both accurate and cartographically pleasing. No accuracy assessment was conducted, but the dataset was subjected to manual review and correction.</p><p>University of Vermont Spatial Analysis Laboratory in collaboration with City of Seattle.<br /></p><p>This dataset consists of City of Seattle Block Groups areas which cover the following tree canopy categories: </p><p></p><ul><li>Existing tree canopy percent </li><li>Possible tree canopy - vegetation percent </li><li>Relative percent change </li><li>Absolute percent change</li></ul><div style='font-family:inherit;'><div style='font-family:inherit;'>For more information, please see the <a href='https://seattle.gov/documents/Departments/OSE/Urban%20Forestry/2021%20Tree%20Canopy%20Assessment%20Report_FINAL_230227.pdf' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' target='_blank' rel='nofollow ugc noopener noreferrer'>2021 Tree Canopy Assessment</a>.</div></div><div style='font-family:inherit;'><br /></div>

Tags: 2016, 2021, biota, block-groups, environment, land-cover, seattle, seattle-gis-open-data, seattle-office-of-sustainability-environment, tree-canopy
Organization: City of Seattle
Customer Service Center

<font size='3'><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'>Seattle has seven Customer Service Centers and one mobile unit located throughout the city. These &quot;little city halls&quot;, formerly known as neighborhood service centers, are where you can go to find information about Seattle services and programs. In addition, they provide payment and information services with customer service representatives assisting more than 225,000 residents each year to obtain pet licenses, pay City Light and Combined Utility bills, pay traffic tickets, apply for U.S. passports (except the downtown SMT Customer Service Center), or to find information about City of Seattle jobs. See </span><a href='https://www.seattle.gov/customer-service-centers' target='_blank' rel='nofollow ugc noopener noreferrer'>website</a><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'> for more information.</span></font><div><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'><font size='3'><br /></font></span></div><div><font size='3'><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'>Displays data from </span><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'>DON.CSTMRSRVCCNTRS.  Labels are based on the attribute NAME.</span></font></div><div><span style='font-family:&quot;Segoe UI&quot;, Arial, sans-serif;'><font size='3'><br /></font></span></div><font size='3'>Updated as needed, last update August 2022.</font>

Tags: community, gis, neighborhood, seattle-gis-open-data, seattle-services
Organization: City of Seattle
Seattle Police Department Pre 2008 Beats (Web Mercator)

The Seattle Police Department has different iterations of police beats as the city's needs evolved.  This layer represents what the beats looked like prior to 2008.  <div><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;'>This layer was published in the WGS 1984 Web Mercator Auxiliary Sphere coordinate system.</span><br /></div>

Tags: beats, police, seattle-gis-open-data, seattle-police, spd, web-mercator, wm
Organization: City of Seattle
PSRC VMT Emission

<p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><span style='box-sizing:border-box; font-size:16px;'>This
layer shows total trips by mode and their corresponding emissions 
across different neighborhoods in Seattle. The data is mapped to census
tracts.  </span></p><p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><br /></p><span style='box-sizing:border-box; font-size:16px;'>The
 data in this layer has been populated using an output from the 
Puget Sound Regional Council's (PSRC's) regional travel demand model. 
This model is updated only once every few years and is therefore not 
ideal for frequent data updates. The City is working on procuring more 
frequent measured travel data from alternate sources. </span><p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><br /><br /></p><div><br /></div><div>For more information please visit the  <a href='https://seattlecitygis.maps.arcgis.com/home/item.html?id=e9a20082554a485e96a3283b7130b180' target='_blank' rel='nofollow ugc noopener noreferrer'>One Seattle Climate Portal</a> item description page. <br /></div><div><br /></div><div><br /></div>

Tags: climate, emissions, ose, seattle-gis-open-data
Organization: City of Seattle
Seattle Public Schools Sites 2023-2024

<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;'>Seattle Public School locations. Includes all levels of schooling for the 2022-2023 school year.</span><div 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;'><br /><div style='font-family:inherit;'><a href='https://protect2.fireeye.com/v1/url?k=31323334-50bba2bf-31321b84-4544474f5631-d1a72587f77a54d6&amp;q=1&amp;e=0a30ecb3-4eb6-44e1-a3c7-a8853ddc5f5c&amp;u=https%3A%2F%2Fwww.seattleschools.org%2Fdepartments%2Fenrollment-planning%2F' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>https://www.seattleschools.org/departments/enrollment-planning/</a><br /></div><div style='font-family:inherit;'><p style='margin-top:0px; margin-bottom:1.5rem;'>For questions, please contact <a href='mailto:enrollmentplanning@seattleschools.org' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>enrollmentplanning@seattleschools.org</a></p></div></div>

Tags: gis, public-school, school, seattle-gis-open-data, seattle-public-schools, sps
Organization: City of Seattle
Public and Private Parcels with No Development Expected

<div style='text-align:left;'><p><span style='font-size:12pt;'>These layers are used as part of the City of Seattle Zoned Development Capacity Model </span><span style='font-size:16px;'>2016. Includes all input and output layers.</span><span style='font-size:12pt;'>.</span></p><p style='font-size:12pt;'><span></span></p><p style='font-size:12pt;'><span>To estimate potential development, the City of Seattle maintains a zoned development capacity model that compares existing development to an estimate of what could be built under current zoning. </span></p><p style='font-size:12pt;'><span></span></p><p style='font-size:12pt;'><span>The difference between existing and potential development yields the capacity for new residential and commercial development.</span></p><p style='font-size:12pt;'><span></span></p><p style='font-size:12pt;'><span>There is a </span><a href='https://www.seattle.gov/dpd/cs/groups/pan/@pan/documents/web_informational/p2182731.pdf' target='_blank' rel='nofollow ugc noopener noreferrer'>report</a><span> of summary findings available as part of Seattle 2035 as well as </span><a href='https://www.seattle.gov/opcd/population-and-demographics/zoned-development-capacity' target='_blank' rel='nofollow ugc noopener noreferrer'>resources</a><span> for reports, methodologies and data.</span></p><p style='font-size:12pt;'><span style='font-size:15px;'>When downloading the data, please select a layer and then &quot;GDB Download&quot; under &quot;Additional Resources&quot; to preserve long field names.  The associated file geodatabase contains all the feature classes for the 10 layers represented.<br /></span><span><br /></span></p></div>

Tags: buildable-lands, capacity, capacity-model-2016, devcapapp, development, gis, planning, seattle-gis-open-data, zoned-capacity, zoning
Organization: City of Seattle
Contours 1ft 2021 Seattle Shoreline Area

<div>1ft contours along the City of Seattle shoreline derived from Lidar captured in 2021. Contour lines display at 1ft, 5ft and 20ft intervals dependent on scale.</div><div><br /></div><div>Development Detail:</div><div><br /></div><div>This vector tile service includes topographic contour lines representing elevation at 1-foot intervals within the City of Seattle shoreline area.</div><div><br /></div><div>The contours were derived from a bare earth - digital elevation model (DEM) with a pixel resolution of 1.5 feet. The lidar data that created the DEM were collected by NV5 Geospatial over the spring and summer months of 2021 and provided to the city by King County in 2022.</div><div><br /></div><div>The DEM used to generate the contours was filtered using the Focal Statistics tool in ArcGIS, which served to limit some abrupt changes in cell values. A 3x3 rectangular neighborhood analysis was applied and a mean value was calculated per raster cell.</div><div><br /></div><div>After generating the contours from the generalized raster, all lines less than 25 feet in length were omitted from the final output.</div><div><br /></div><div>Please note: The 1-foot contours are intended to be used for general reference and cartographic purposes only and should not be used for analysis purposes.</div>

Tags: 1ft, contours, flood, seattle-gis-open-data, shoreline, topography
Organization: City of Seattle
Option Elementary School Geo Zones 2023-2024

<div style='text-align:Left;'><div><div><p><span>2023 - 2024 Elementary option school 'geo-zone' boundaries for Seattle Public Schools.</span></p><p style='margin-top:0px; margin-bottom:1.5rem; 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;'><span style='font-family:inherit;'>Students who want to attend an option school need to apply. No one is assigned automatically to an option school. Each option school has a geographic priority area (geo zone). The geographic zone tiebreaker is for applicants to an option school who live within a defined area in proximity to the school. Please note that living within the geographic zone does not guarantee assignment to the requested option school, but gives a priority for admission after siblings. Geo Zones may change from year to year as a tool for capacity management.</span></p><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><a href='https://protect2.fireeye.com/v1/url?k=31323334-50bba2bf-31321b84-4544474f5631-d1a72587f77a54d6&amp;q=1&amp;e=0a30ecb3-4eb6-44e1-a3c7-a8853ddc5f5c&amp;u=https%3A%2F%2Fwww.seattleschools.org%2Fdepartments%2Fenrollment-planning%2F' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>https://www.seattleschools.org/departments/enrollment-planning/</a><br /></div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><p style='margin-top:0px; margin-bottom:1.5rem;'>For questions, please contact <a href='mailto:enrollmentplanning@seattleschools.org' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>enrollmentplanning@seattleschools.org</a></p></div></div></div></div>

Tags: elementary, gis, school, seattle-gis-open-data, seattle-public-schools, sps
Organization: City of Seattle
Surface Drainage Curb and Gutter

<div>Displays the data from DWW.ditch_culvert_ln_pv with the following query, DCH_LIFECYCLE_CODE IN ( 'C' , 'UNK' , 'T', 'TBC', 'U', 'PC' ) And DCH_FEATYPE_CODE IN ( 'CDC' , 'CRB' ,  'SDR' , 'UNK' ).  The layer is symbolized on the attribute SYMBOL.  Labels are based on the attribute DCH_OWNER_NAME.  This layer will not display when zoomed out beyond 1:7,000.  Maintained by SPU GIS DWW Data Maintenance staff.<br /></div><div>Refreshed weekly.  </div>

Tags: cdr, crb, curb, curb-drain-cut, gutter, sdr, seattle-gis-open-data, surface-drainage
Organization: City of Seattle
2020 Census Tracts - Seattle

<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;'>2020 census geography including tracts for the city of Seattle, King County, Washington. Excludes partial tracts with very small populations within the city limits along the southern border of the city.</span><div><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;'><br /></span></div><div><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;'>Includes assignment of Seattle Community Reporting Areas (CRA-53), Community Reporting Area Groups (neighborhood roll up-13), Council Districts </span><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;'>(7-assigned to the tract with the majority of the population based on the distribution of the component census blocks)</span><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;'>, and Urban Village Demographic Areas (UVDA). UVDA assignments subject to change based on future planning areas.</span></div>

Tags: census, census-2020, census-blocks, demographics, gis, planning, seattle-gis-open-data
Organization: City of Seattle
City Light Usage Data for OSE Climate Portal

<p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><span style='box-sizing:border-box; font-size:16px;'>This
layer shows the aggregated emissions resulting from energy 
consumption in buildings across different neighborhoods and sectors 
(i.e., residential, commercial and industrial). </span><span style='box-sizing:border-box; font-size:16px;'>The data is mapped to census
tracts.  </span></p><p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><br /></p><p style='box-sizing:border-box; margin-top:0px; margin-bottom:0px; padding:0px; color:rgb(5, 5, 5); font-family:&quot;Avenir Next&quot;, &quot;Helvetica Neue&quot;, sans-serif, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size:13px;'><span style='box-sizing:border-box; font-size:16px;'>This
layer has been populated with utility energy consumption data 
procured directly from Seattle City Light (electricity), aggregated and anonymized by sector, quarter, and census 
tract. Some tracts have their data combined and averaged with 
neighboring tracts for privacy purposes. If data is aggregated in a 
tract, the &quot;grouped flag&quot; field will read
 &quot;true&quot;.</span><br /></p><div><br /></div><div><br /></div><div>For more information please visit the  <a href='https://seattlecitygis.maps.arcgis.com/home/item.html?id=e9a20082554a485e96a3283b7130b180' target='_blank' rel='nofollow ugc noopener noreferrer'>One Seattle Climate Portal</a> item description page. </div>

Tags: climate, ose, seattle-gis-open-data
Organization: City of Seattle
SPU DWW Non-Mainlines

<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;'>Active, proposed, abandoned and removed secondary sewer and storm pipes that are not part of the mainline system (i.e. side sewers, service drains, etc.). Side Sewers are wastewater pipes from buildings and establishments that connect to mainline pipes. Service drains are stormwater pipes from buildings that connect to mainline pipes. Probable flow is the derived use classification based on what is the best estimation of usage broken out by drainage and sanitary.</span><div 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;'><br /><div style='font-family:inherit;'>Refreshed weekly.</div></div>

Tags: aba-rem-non-mainlines, detention-lines, detention-polygons, non-mainlines, proposed-non-mainlines, seattle-gis-open-data, spu-non-mainlines
Organization: City of Seattle
SPU DWW Sewer Classification Areas

<p><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;'>The classification of SPU infrastructure in the City of Seattle and the former service area north of the City limits into areas of piped flow where storm water flow is either separated, partially separated, or combined with sanitary flow. An area with separated flow means that drainage flow is in drainage pipes only. A partially separated area means that some pipes are present that have both drainage and sanitary flow. A combined area has all pipes carrying sanitary and drainage flow.</span></p><p><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;'>Static dataset.</span></p>

Tags: seattle-gis-open-data, sewer-classification-area-combined, sewer-classification-area-partially-seperated, sewer-classification-area-sanitary, sewer-classification-areas
Organization: City of Seattle
High School Attendance Areas 2023-2024

<p style='margin-top:0px; margin-bottom:1.5rem; 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;'><span style='font-family:inherit;'>An attendance area school is one to which elementary, middle and high-school students are assigned based on where they live, as long as the school offers the services the student needs.</span></p><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><a href='https://protect2.fireeye.com/v1/url?k=31323334-50bba2bf-31321b84-4544474f5631-d1a72587f77a54d6&amp;q=1&amp;e=0a30ecb3-4eb6-44e1-a3c7-a8853ddc5f5c&amp;u=https%3A%2F%2Fwww.seattleschools.org%2Fdepartments%2Fenrollment-planning%2F' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>https://www.seattleschools.org/departments/enrollment-planning/</a><br /></div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><p style='margin-top:0px; margin-bottom:1.5rem;'>For questions, please contact <a href='mailto:enrollmentplanning@seattleschools.org' style='color:rgb(0, 97, 155); text-decoration-line:none; font-family:inherit;' rel='nofollow ugc'>enrollmentplanning@seattleschools.org</a></p></div>

Tags: attendance, gis, high-school, public-school, school, seattle-gis-open-data, seattle-public-schools, sps
Organization: City of Seattle
Missing Sidewalks

<div><div>The Pedestrian Element of the Seattle Transportation Plan (STP) is a blueprint to create a more walkable Seattle and provides a suite of pedestrian improvements across the City. The intent is to focus resources on access to public schools, parks, and light rail, streetcar, and frequent transit networks12, in areas where walking conditions are difficult, and where people most need to be able to walk.  It highlights the needs of people walking and rolling and guides future investments to achieve STP goals.</div><div><br /></div><div>The process is based on an analysis of factors related to the STP’s goals of safety, equity, sustainability, mobility &amp; economic vitality, livability, and maintenance &amp; modernization. This data-driven prioritization framework helps the city provide targeted improvements that reflect community priorities, City policy objectives, and current data.  </div><div><br /></div><div>Throughout the life of the STP, there will be opportunities to evaluate what has been implemented and what can be prioritized in future funding cycles, within the context of the STP's goals, funding availability and project readiness, and other emergent needs. Decisions made as we craft regular STP Implementation Plans will determine the pace of STP Pedestrian Priority Investment Network implementation.  </div><div><br /></div><div>Refresh Cycle: None, Static. Manually as required.</div><div><ul><li>Original Publish: 5/23/2024</li><li>Update Publish: 7/11/2024 per Policy and Planning team</li></ul></div><div>Contact: Policy and Planning team</div></div><div><br /></div>

Tags: gis, pedestrian, pedestrian-element, policy-and-planning, sdot, seattle-gis-open-data, seattle-transportation-plan, stp
Organization: City of Seattle