AndreaBozzo/ceres-open-data-index huggingface dataset:
Probabilistic Wildfire Risk Flame Length Probability 5 Hawaii (Image Service)

<div style='text-align:Left;'><div><div><p><strong>Note:</strong><span style='background-color:rgb(255,255,255); color:rgb(74,74,74); font-family:&quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><span style='display:inline !important; float:none; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; text-align:left; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'> This image service has been consolidated into a unified service that now includes Alaska (AK), the Continental United States (CONUS), and Hawaii (HI). For access to the updated and combined image service, please visit the new item page: </span></span><a target='_blank' href='https://usfs.maps.arcgis.com/home/item.html?id=86dd1fbafffb4cac9274154c2fe94e69' rel='nofollow ugc noopener noreferrer'>https://usfs.maps.arcgis.com/home/item.html?id=86dd1fbafffb4cac9274154c2fe94e69</a><span style='background-color:rgb(255,255,255); color:rgb(74,74,74); font-family:&quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><span style='display:inline !important; float:none; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; text-align:left; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>.</span></span></p><p><span>National data on burn probability (BP) and conditional flame-length probability (FLP) were generated for the conterminous United States (CONUS), Alaska, and Hawaii using a geospatial Fire Simulation (FSim) system developed by the USDA Forest Service Missoula Fire Sciences Laboratory. The FSim system includes modules for weather generation, wildfire occurrence, fire growth, and fire suppression. FSim is designed to simulate the occurrence and growth of wildfires under tens of thousands of hypothetical contemporary fire seasons in order to estimate the probability of a given area (i.e., pixel) burning under current landscape conditions and fire management practices. The data presented here represent modeled BP and FLPs for the United States (US) at a 270-meter grid spatial resolution. Flame-length probability is estimated for six standard Fire Intensity Levels. The six FLPs correspond to flame-length classes as follows: FLP1 = &lt; 2 feet (ft); FLP2 = 2 &lt; 4 ft.; FLP3 = 4 &lt; 6 ft.; FLP4 = 6 &lt; 8 ft.; FLP5 = 8 &lt; 12 ft.; FLP6 = 12+ ft. Because they indicate conditional probabilities (i.e., representing the likelihood of burning at a certain intensity level, given that a fire occurs), the FLP data must be used in conjunction with the BP data for risk assessment.</span></p></div></div></div>

Tags: burn-probability, ecology-ecosystems-and-environment, fire, fire-intensity, flame-length, geoscientific-information, hi, open-data
Organization: Department of Agriculture
TopoWx Historical Temperature Change (Map Service)

<div style='text-align:Left;'><div><div><p><span>Average historical temperature change, between 1948-1968 and 1996-2016 averages, in Celsius. Calculated using averages of minimum and maximum monthly values during these time periods. Values are based on TopoWx data, downloaded from here: http://www.scrimhub.org/resources/topowx/</span></p></div></div></div>

Tags: climate, climate-change, historical, temperature, topowx, usda-forest-service, usfs
Organization: Department of Agriculture
Projected Change in Average Number of Days of Precipitation (Map Service)

<div style='text-align:Left;'><div><div><p><span>Projected change in average number of days of precipitation (&gt;0.1 inch) between 1985-2005 and 2071-2090 (RCP 8.5) time periods</span></p></div></div></div>

Tags: climate, climate-change, precipitation, usda-forest-service, usfs, wetting-days
Organization: Department of Agriculture
National Missing and Unidentified Persons System (NamUs)

NamUs is the only national repository for missing, unidentified, and unclaimed persons cases. The program provides a singular resource hub for law enforcement, medical examiners, coroners, and investigating professionals. It is the only national database for missing, unidentified, and unclaimed persons that allows limited access to the public, empowering family members to take a more proactive role in the search for their missing loved ones. 

Tags: missing-persons
Organization: Department of Justice
Historical and Future Precipitation Trends (Map Service)

<div style='text-align:Left;'><div><div><p><span>Rasters of precipitation including both Alaskan and lower 48 datasets, with historical and projected data, and projected change.</span></p></div></div></div>

Tags: air-temperature, alaska, climate, conus, precipitation, usda-forest-service, usfs
Organization: Department of Agriculture
Historical and Future Snow Trends (Map Service)

<div style='text-align:Left;'><div><div><p><span>The National Forest Climate Change Maps project was developed to meet the need of National Forest managers for information on projected climate changes at a scale relevant to decision making processes, including Forest Plans. The maps use state-of-the-art science and are available for every National Forest in the contiguous United States with relevant data coverage. Currently, the map sets include variables related to precipitation, air temperature, snow (including April 1 snow water equivalent (SWE), and snow residence time), and stream flow.</span></p></div></div></div>

Tags: air-temperature, climate, conus, precipitation, snow-residence-time, snow-water-equivalent, srt, swe, usda-forest-service, usfs
Organization: Department of Agriculture
Low Fire Flow Areas

Map of areas in Neighborhood Residential zones served only by low-flow hydrants (with less than 1,000gpm flow rate). This layer is used by Seattle Department of Construction and Inspections (SDCI) to route permits in Neighborhood Residential zoned areas to Seattle Fire Department (SFD) for Plan Review. <div><br /></div><div><div>This layer was last updated in March 2020. Future updates as needed based on Zoning changes and updates to Seattle Public Utilities (SPU) fire hydrant data.</div></div>

Tags: low-fire-flow-areas, sdci, seattle-gis-open-data
Organization: City of Seattle
Building Outlines 2023

<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;'> Hand Drawn Building Outlines derived from King County 2023 ortho imagery by Eagleview Corp.</span>

Tags: 2023, buildings, seattle-gis-open-data
Organization: City of Seattle
General Metadata Guidance for Data.wa.gov Publishers

This table provides definitions and guidance for general (non-column) metadata fields on data.wa.gov. Nine metadata fields, including column descriptions, are required to be completed on data.wa.gov.

This dataset can be exported and used as a worksheet for publishers.  

Guidance for generating good column descriptions is provided separately at https://data.wa.gov/dataset/Column-Description-Guidance-for-Data-wa-gov-Publis/u3e5-g5ig

Tags: metadata, publishing-guidance
Organization: State of Washington
Historical and Future Temperature Trends (Map Service)

<div style='text-align:Left;'><div><div><p><span>Rasters of air temperature, including both Alaskan and lower 48 datasets, with historical and projected data, and projected change.</span></p></div></div></div>

Tags: air-temperature, alaska, climate, conus, precipitation, usda-forest-service, usfs
Organization: Department of Agriculture
Public and Private Forest Ownership Conterminous United States 2020 (Image Service)

<div style='text-align:Left;'><div><div><p><span>This data product contains raster data depicting the spatial distribution of forest ownership types in the conterminous United States circa 2020. The data are a modeled representation of forest land by ownership type, and include three types of public ownership: federal, state, and local, as well as three types of private: family (includes individuals and families), corporate, and other private (includes conservation and natural resource organizations, unincorporated partnerships and associations, and Native American tribal lands).</span></p></div></div></div>

Tags: conus, corporate, edw, family, federal, forest, local, ownership, reit, state, timo, tribal, usfs
Organization: Department of Agriculture
Parcels withdrawn from settlement, sale, mineral location, and/or entry (Feature Layer)

Federal land parcels that are withdrawn from settlement, sale, location, or entry under some or all of the general land and mineral laws in order to maintain other public values or purposes. A withdrawal area has one or more associated segregations. A segregation is a specific activity from which the area has been withdrawn such as settlement, sale, location, or entry. <a href='https://data.fs.usda.gov/geodata/edw/edw_resources/meta/S_USA.Withdrawal.xml' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata</a>

Tags: activity, forest-service, fs, lands, lands-and-realty, open-data, parcels, planning-cadastre, usfs, withdrawal
Organization: Department of Agriculture
Credit Counseling Administrative Decisions

The United States Trustee Program's duties include approving nonprofit budget and credit counseling agencies (credit counseling agencies) for inclusion on a publicly available list of approved credit counseling agencies. If a United States Trustee decides not to approve or to remove a credit counseling agency from the approved list, that credit counseling agency may obtain administrative review of the decision from the Executive Office for U.S. Trustees. This link provides a copy of the Executive Office's administrative decisions, although certain information has been redacted

Tags: administrative-review, bankruptcy, credit-counseling
Organization: Department of Justice
Public Land Survey System Quarter Sections (Feature Layer)

This Quarter Section feature class depicts PLSS Second Divisions . PLSS townships are subdivided in a spatial hierarchy of first, second, and third division. These divisions are typically aliquot parts ranging in size from 640 acres to 160 to 40 acres, and subsequently all the way down to 2.5 acres. The data in this feature class was translated from the PLSSSecondDiv feature class in the original production data model, which defined the second division for a specific parcel of land. <a href='https://data.fs.usda.gov/geodata/edw/edw_resources/meta/S_USA.QuarterSection.xml' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata</a>

Tags: alp-land-dataset, land-status, meridian-code, nfs-lands, open-data, range, section-legal-description, section-number, township, usda-forest-service
Organization: Department of Agriculture
Private Trustee Administrative Decisions

The United States Trustee Program's duties include supervising private bankruptcy trustees. If a United States Trustee decides to suspend or terminate case assignments to a panel or standing trustee, that trustee may obtain administrative review of the decision from the Executive Office for U.S. Trustees. Links to these decisions are provided here, although certain information has been redacted in the interest of personal privacy

Tags: administrative-review, bankruptcy, private-trustee
Organization: Department of Justice
Debtor Education Administrative Decisions

The United States Trustee Program's duties include approving providers of an instructional course concerning personal financial management (debtor education providers) for inclusion on a publicly available list of approved providers. If a United States Trustee decides not to approve or to remove a provider from the approved list, that provider may obtain administrative review of the decision from the Executive Office for U.S. Trustees. Links to these decisions are provided here, although certain information has been redacted

Tags: administrative-review, bankruptcy, debtor-education
Organization: Department of Justice
Motor Vehicle Crashes by Facility, Port Authority of NY NJ: Beginning 2000

The Port Authority of NY & NJ annually reports on motor vehicle crashes throughout its facilities.  The data reported in this dataset represents motor vehicle crashes of vehicles in transport on public trafficways within Port Authority jurisdiction.  A crash is a harmful event which involves a motor vehicle in transport that strikes another motor vehicle, other property, debris, animal, pedestrian, or bicyclist, or in which a motor vehicle overturns (rolls over), jackknifes, catches fire or explodes while within the trafficway.

Tags: accidents, crashes, motor-vehicle, port-authority
Organization: State of New York
LA County COVID Cases

COVID cases and deaths for LA County and California State. Updated daily.

Data source: Johns Hopkins University (https://coronavirus.jhu.edu/us-map), 
Johns Hopkins GitHub (https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_US.csv).
Code available: https://github.com/CityOfLosAngeles/covid19-indicators.

Tags: covid, covid-19, la-county
Organization: City of Los Angeles
Sexual Assault Among Latinas (SALAS) Study, May-September 2008 [United States]

This Sexual Assault Among Latinas (SALAS) study was designed to examine interpersonal victimization among a national sample of Latino women, particularly focusing on help-seeking behaviors, culturally relevant factors, and psychosocial impacts. A national sample of 2,000 adult Latino women living in the United States participated in the study. An experienced survey research firm with specialization in doing surveys that ask about sensitive subjects conducted interviews between May 28, 2008 and September 3, 2008 using a Computer Assisted Telephone Interview (CATI) system. The data contain a total of 1,388 variables including demographics, victimization history, help-seeking efforts, mental health status, and religious behavior and beliefs variables.

Tags: acculturation, assault, coping, crime-reporting, gender-roles, hispanic-or-latino-americans, kidnapping, mental-health, post-traumatic-stress-disorder, psychological-effects, psychological-wellbeing, rape, reactions-to-crime, religious, religious-behavior
Organization: Department of Justice
County Characteristics, 2000-2007 [United States]

This file contains an array of county characteristics by
which researchers can investigate contextual influences at the county
level. Included are population size and the components of population
change during 2000-2005 and a wide range of characteristics on or
about 2005: (1) population by age, sex, race, and Hispanic origin, (2)
labor force size and unemployment, (3) personal income, (4) earnings
and employment by industry, (5) land surface form topography, (6)
climate, (7) government revenue and expenditures, (8) crimes reported
to police, (9) presidential election results (10) housing authorized
by building permits, (11) Medicare enrollment, and (12) health
profession shortage areas.

Tags: age, arson, assault, auto-theft, birth-rates, burglary, climate, counties, crime, demographic-characteristics, disabled-persons, economic-conditions, election-returns, employee-benefits, employment, gender, geography, hispanic-or-latino-origins, medicare
Organization: Department of Justice
Impacts of Social Proximity to Bias Crime Among Compact of Free Association (COFA)-Migrants in Hawaii, 2017-2018

This study utilized respondent-driven sampling (RDS) among Compact of Free Association (COFA)-migrants in Hawaii to explore the harms of bias crimes on migrant communities. To examine the impacts of bias crimes on communities, the investigators examined the diffusion of negative psychological impacts, community impacts, and perceptions of safety for those who had been direct victims, those in the COFA-migrant community who are close to someone who has been a victim (proximal victim) but are not direct victims, and those who are members of the community but have not been a direct victim or know someone close to them who was a direct victim.
This study also examined the how negative impacts of bias crime ultimately impact the adaption of COFA-migrants who have immigrated in the attempt to build new lives in Hawaii.

Tags: discrimination, employment-discrimination, ethnic-discrimination, hate-crimes, housing-discrimination, immigrants, prejudice
Organization: Department of Justice
Jurors' Judgments About Forensic Identification Evidence, Arizona, 2011-2014

This data file describes three different experiments that were designed to examine how differences in the way forensic scientific evidence is communicated affects jurors.
In each experiment, participants consisted of jury-eligible community members in Maricopa County, Arizona. Groups of participants attended a research session in which they were shown a 35-40-minute videotapes of one of two mock criminal trials (one, a rape case, centers around bitemark evidence, and the other, an attempted murder, centers around fingerprint evidence). Within each trial the content of a forensic scientist's testimony was manipulated. These manipulations involved: 1) whether the technique used by the forensic scientist was "high tech" or "low tech," 2) the amount of experience possessed by the forensic scientist, 3) whether the technique used by the forensic scientist had been scientifically validated, 4) whether the forensic scientist conceded that an error was possible, and 5) whether any exculpatory evidence was present at the crime scene.
Immediately following the trial, each individual participants completed a questionnaire in which they gave their individual impressions of the strength of the case. Following that, the group of participant would deliberate and attempt to reach a unanimous verdict. Finally, each individual participant completed an additional questionnaire that again measured perceptions of the case along with individual difference measures and demographics.

Tags: courts, evidence, juries, perceptions, testimony
Organization: Department of Justice
The Role of Social Networks in the Evolution of Al Qaeda-inspired Violent Extremism in the United States, 1990-2014

This study compiled data on American jihadists and other Islamic extremists recruited since the early 1990s. Specifically, "homegrown" terrorist, referring to Americans and other Westerners who are inspired to commit acts of terrorism or support those committing these acts in their home country on behalf of foreign terrorist organizations, are the main focus. The purpose of this research is to address the central question: How do foreign terrorist organizations mobilize Americans to carry out attacks on their behalf?
Variables collected include extremist group affiliation, criminal background, foreign fighter history if applicable, coconspirators and their relationship, and the location and nature of terrorist plots. Demographic variables include sex, ethnicity, immigration status, education, and profession.

Tags: al-qaeda, criminal-histories, organized-crime, terrorism, terrorist-attacks
Organization: Department of Justice
National Survey of Adolescents in the United States, 1995

The goal of this study was to test specific hypotheses
 illustrating the relationships among serious victimization
 experiences, the mental health effects of victimization, substance
 abuse/use, and delinquent behavior in adolescents. The study assessed
 familial and nonfamilial types of violence. It was designed as a
 telephone survey of American youth aged 12-17 living in United States
 households and residing with a parent or guardian. One parent or
 guardian in each household was interviewed briefly to establish
 rapport, secure permission to interview the targeted adolescent, and
 to ensure the collection of comparative data to examine potential
 nonresponse bias from households without adolescent participation.
 All interviews with both parents and adolescents were conducted using
 Computer-Assisted Telephone Interviewing (CATI) technology. From the
 surveys of parents and adolescents, the principal investigators
 created one data file by attaching the data from the parents to the
 records of their respective adolescents. Adolescents were asked
 whether violence and drug abuse were problems in their schools and
 communities and what types of violence they had personally
 witnessed. They were also asked about other stressful events in their
 lives, such as the loss of a family member, divorce, unemployment,
 moving to a new home or school, serious illness or injury, and natural
 disaster. Questions regarding history of sexual assault, physical
 assault, and harsh physical discipline elicited a description of the
 event and perpetrator, extent of injuries, age at abuse, whether
 alcohol or drugs were involved, and who was informed of the
 incident. Information was also gathered on the delinquent behavior of
 respondents and their friends, including destruction of property,
 assault, theft, sexual assault, and gang activity. Other questions
 covered history of personal and family substance use and mental health
 indicators, such as major depression, post-traumatic stress disorders,
 weight changes, sleeping disorders, and problems
 concentrating. Demographic information was gathered from the
 adolescents on age, race, gender, number of people living in
 household, and grade in school. Parents were asked whether they were
 concerned about violent crime, affordable child care, drug abuse,
 educational quality, gangs, and the safety of their children at
 school. In addition, they were questioned about their own
 victimization experiences and whether they discussed personal safety
 issues with their children. Parents also supplied demographic
 information on gender, marital status, number of children, employment
status, education, race, and income.

Tags: adolescents, child-care, delinquent-behavior, demographic-characteristics, family-violence, life-events, mental-health, school-violence, substance-abuse, victimization
Organization: Department of Justice