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113 results for “Illinois”
Exploring Housing Affordability in Illinois: An In-Depth Study of the State's Real Estate Market
<p>“Exploring Housing Affordability in Illinois: An In-Depth Study of the State’s Real Estate Market” focuses on the Illinois housing market from 2013 to 2022, mainly targeting housing affordability. Housing has been a cornerstone of stability in anyone’s life throughout history. Yet today, housing affordability has emerged as a critical societal issue impacting numerous individuals and families statewide. This study aims to get an overview of the trends of Illinois housing affordability over time across different counties in Illinois. It involves a comprehensive analysis of median home value and median incomes across Illinois counties, using data from two authoritative sources: the Census Bureau and Zillow. By providing insights, we can analyze and study the hidden factors that influence housing affordability over time and forecast future trends.</p>
Monitoring of Microtus ochrogaster and Microtus pennsylvanicus populations in three different habitats in east-central Illinois, 1972 to 1997.
Populations of 2 species of arvicoline rodents, the prairie vole (Microtus ochrogaster) and meadow vole (Microtus pennsylvanicus), were monitored monthly from 1972-1997 in three distinct habitats: restored tallgrass prairie, bluegrass (Poa pratensis) and alfalfa (Medicago sativa). The study sites were located in the University of Illinois Biological Research Area (Phillips Tract) and Trelease Prairie. Tallgrass prairie was the original habitat of both species in Illinois. Bluegrass, an introduced species, represents the more common habitat in which the two species can be found today in Illinois. Alfalfa, an atypical habitat, provides an abundant source of high-quality food for both species. At each station, one wooden multiple-capture live-trap was placed. Every month, a two-day period of prebaiting was followed by a 3-day trapping session. The data include the species, individual identification, grid station, sex, reproductive status and body mass. Over the span of 25 years, three trapping sessions monthly were conducted to cover the three habitats, dedicating three weeks each month. Several papers have been based on these data.
Settlement Trees, Illinois Level 0, 1804-1849
We provide a Level 0 record of trees in Illinois transcribed from Public Land Surveys conducted by surveyors from the General Land Office of the United States in the 1800s. Posts were set every half mile in townships that were typically 6 miles by 6 miles square. Surveyors recorded details about the one to four trees closest (but typically recorded information for the two closest trees) to the posts and included information about the tree name (taxonomic specificity ranged by surveyor), tree diameter (inches), and distance and bearing from the post. Our records include the tree information and the location of the posts from which the tree information came from. For the msb-paleon.28.0 package, these Level 0 tree data were aggregated to the 8km grid resolution Level 1 product (see msb-paleon.26 package). That product was then statistically smoothed using a statistical model that accounts for zero-inflated continuous data with smoothing based on generalized additive modeling techniques and approximate Bayesian uncertainty estimates for the Level 2 products estimating aboveground biomass (msb-paleon.23), density (msb-paleon.24), and basal area (msb-paleon.25). The data processing steps and associated code are available in the GitHub repository: https://github.com/PalEON-Project/PLS_products. These products are used in the manuscript, Paciorek et al., 2021, The forests of the midwestern United States at Euro-American settlement: spatial and physical structure based on contemporaneous survey data. PLoS ONE 16(2):e0246473 (https://doi.org/10.1371/journal.pone.0246473). This material is based upon work supported by the National Science Foundation under grants #DEB-2213579 and 1241874.
First release of Illinois Workplace Wellness Study data
<p>This is the first release of public use data for the Illinois Workplace Wellness Study. The release includes online survey data as well as administrative data on health insurance claims, employment outcomes, program participation, and health behaviors. These data are also available on GitHub at <a href="https://github.com/reifjulian/illinois-wellness-data">https://github.com/reifjulian/illinois-wellness-data</a>.</p>
Twice weekly monitoring of a Microtus ochrogaster population and social behavior in alfalfa in eastern Illinois, 1982-1987.
These data were obtained as part of a field study on social behavior of the prairie vole, Microtus ochrogaster in alfalfa. The study was conducted in two adjacent 1-ha alfalfa (Medicago sativa) fields within the University of Illinois Biological Research Area (Phillips Tract). Social groups were monitored over a 63-month period, from March 1982 through July 1984 in field 1 and from October 1983 to May 1987 in field 2, by locating underground and surface nests and subsequent trapping, twice weekly. 4-5 live traps were set around the entrances to underground nests and runways leading to a surface nest of social groups. Each month the study sites were also trapped at a 10-m grid interval as a part of an ongoing 25-year trapping study (Getz, L.L. 2024. Environmental Data Initiative. https://doi.org/10.6073/pasta/2dae8f08578ce31e7817c92a0f6acc87).
Blarina brevicauda populations in three different habitats in east-central Illinois, 1972 to 1997.
The population demography of the northern short-tailed shrew, Blarina brevicauda, was monitored monthly from 1972-1997 in bluegrass, alfalfa, and tallgrass prairie habitats in east-central Illinois. Blarina brevicauda were incidentally collected as part of a 25-year prairie vole (Microtus ochrogaster) and meadow vole (M. pennsylvanicus) trapping study. The study sites were located in the University of Illinois Biological Research Area (Phillips Tract) and Trelease Prairie. Animals were trapped with wooden multiple-capture live-traps. Over the span of 25 years, three 3-day trapping sessions monthly were conducted to cover the three habitats. All live shrews were toe-clipped at first capture for individual identification. Animals known to be present on study site, but not captured, were included in totals for that month. While trap mortality of shrews was high in this study (40%), the data obtained were sufficient for analysis of many aspects of the demography of the species.
Satellite derived chlorophyll-a of the Ohio and Illinois Rivers (CHOIR), 1984-2022
Chlorophyll-a is a vital water quality parameter used to quantify concentrations of algal biomass in freshwater systems. However, insufficient field data in the Ohio River Basin has resulted in limited understanding of the development of algal blooms. We built a 38-year (1984 – 2022) dataset of satellite derived chlorophyll-a predictions to support research efforts which aim to quantify the frequency and intensity of river algal blooms. We developed our model by leveraging coinciding in situ chlorophyll-a data and surface reflectance extracted from Landsat Collection 2 Tier 1, referred to as matchups. Matchups were used to train and test our machine learning model. We also extracted Landsat surface reflectance over 6,116 NHD river reaches using similar methods. We then applied our model to this reach-level data to create a comprehensive dataset of chlorophyll-a predictions. This dataset includes the following files: 1) data used to train and test the model (matchups), 2) the model infrastructure, 3) satellite derived chlorophyll-a predictions aggregated over NHD river reaches, and 4) a shapefile of NHD river reaches.
Optimal copula models for the observed discharge and nitrate concentration in the Lower Illinois River
<p>Investigating the complex relationships between water quality parameters and river discharge has been an area of active research for decades. The objective of this study is to apply bivariate distributions to river nitrate concentration and discharge and to suggest the procedure of choosing the best bivariate distribution in the selected models. Nitrate concentration (NO<sub>3</sub>) data were measured from 1972 to 2012 at five stations in the Lower Illinois River basin, USA. The bivariate distribution was represented by applying three copula models to explore the dependence between discharge and nitrate concentration. The marginal distributions for the copula models include the generalized Pareto (GPA), generalized extreme value (GEV), two-parameter lognormal (LN2), and three-parameter lognormal (LN3) distributions as well as the three copula models of Clayton, Frank, and Gumbel, respectively. Each procedure was tested by the robust diagnostic, the probability plot correlation coefficient (PPCC) test, and the goodness-of-fit test ( statistic). Consequently, the Frank copula model with GPA for stream flow–GPA for nitrate concentration performed more accurately for data from the mainstream stations, Havana (D-31) and Valley City (D-32) and for those from a station on one tributary, Oakford station along the Sangamon River (E-25). However, along other tributaries such as the La Moine River at Ripley (DG-01) and Spoon River at Seville (DJ-08), the Clayton copula model with NL3 for stream flow–GPA for nitrate concentration showed better fit. This study enabled us to develop a procedure to determine an optimal copula for application to the environmental sciences and suggest a case study for the application of copula models to discharge, as a hydrologic variable, and nutrient concentration as a water quality variable.</p>
Exploring Housing Affordability in Illinois: An In-Depth Study of the State's Real Estate Market
<p>“Exploring Housing Affordability in Illinois: An In-Depth Study of the State’s Real Estate Market” focuses on the Illinois housing market from 2013 to 2022, mainly targeting housing affordability. Housing has been a cornerstone of stability in anyone’s life throughout history. Yet today, housing affordability has emerged as a critical societal issue impacting numerous individuals and families statewide. This study aims to get an overview of the trends of Illinois housing affordability over time across different counties in Illinois. It involves a comprehensive analysis of median home value and median incomes across Illinois counties, using data from two authoritative sources: the Census Bureau and Zillow. By providing insights, we can analyze and study the hidden factors that influence housing affordability over time and forecast future trends.</p>
Linked collectors and determiners for: Nine true bugs (Heteroptera) newly-discovered in Illinois.
Natural history specimen data linked to collectors and determiners held within, "Nine true bugs (Heteroptera) newly-discovered in Illinois". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/6fcd11fa-9e65-49eb-887f-eff390757adf">https://bionomia.net/dataset/6fcd11fa-9e65-49eb-887f-eff390757adf</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/6fcd11fa-9e65-49eb-887f-eff390757adf">https://gbif.org/dataset/6fcd11fa-9e65-49eb-887f-eff390757adf</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Illinois Natural History Survey Insect Collection.
Natural history specimen data linked to collectors and determiners held within, "Illinois Natural History Survey Insect Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/68513375-3aa5-4f6f-9975-d97d56c21d61">https://bionomia.net/dataset/68513375-3aa5-4f6f-9975-d97d56c21d61</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/68513375-3aa5-4f6f-9975-d97d56c21d61">https://gbif.org/dataset/68513375-3aa5-4f6f-9975-d97d56c21d61</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Illinois Natural History Survey - Mammal Collection.
Natural history specimen data linked to collectors and determiners held within, "Illinois Natural History Survey - Mammal Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/7eb571aa-9fb2-4f1a-a2aa-558a3cf40e9c">https://bionomia.net/dataset/7eb571aa-9fb2-4f1a-a2aa-558a3cf40e9c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/7eb571aa-9fb2-4f1a-a2aa-558a3cf40e9c">https://gbif.org/dataset/7eb571aa-9fb2-4f1a-a2aa-558a3cf40e9c</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Illinois Natural History Survey - Mollusk Collection.
Natural history specimen data linked to collectors and determiners held within, "Illinois Natural History Survey - Mollusk Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/763f9aee-060c-4d71-a538-16c383e53a4d">https://bionomia.net/dataset/763f9aee-060c-4d71-a538-16c383e53a4d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/763f9aee-060c-4d71-a538-16c383e53a4d">https://gbif.org/dataset/763f9aee-060c-4d71-a538-16c383e53a4d</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Northern Illinois University Herbarium.
Natural history specimen data linked to collectors and determiners held within, "Northern Illinois University Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/453e3294-97ef-4e1c-87cb-1ef7c5351d8e">https://bionomia.net/dataset/453e3294-97ef-4e1c-87cb-1ef7c5351d8e</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/453e3294-97ef-4e1c-87cb-1ef7c5351d8e">https://gbif.org/dataset/453e3294-97ef-4e1c-87cb-1ef7c5351d8e</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Western Illinois University, R. M. Myers Herbarium.
Natural history specimen data linked to collectors and determiners held within, "Western Illinois University, R. M. Myers Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/595b50ad-d31f-471a-82c9-c9ff631db3e3">https://bionomia.net/dataset/595b50ad-d31f-471a-82c9-c9ff631db3e3</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/595b50ad-d31f-471a-82c9-c9ff631db3e3">https://gbif.org/dataset/595b50ad-d31f-471a-82c9-c9ff631db3e3</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Updates To The Stonefly Fauna Of Illinois And Indiana.
Natural history specimen data linked to collectors and determiners held within, "Updates To The Stonefly Fauna Of Illinois And Indiana". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f4c5df5c-bfc2-427a-933a-59bd8530b0a7">https://bionomia.net/dataset/f4c5df5c-bfc2-427a-933a-59bd8530b0a7</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f4c5df5c-bfc2-427a-933a-59bd8530b0a7">https://gbif.org/dataset/f4c5df5c-bfc2-427a-933a-59bd8530b0a7</a>. Formatted as a Frictionless Data package.
Employment Statistic Illinois -Animus Prime Research
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NICER PSR J0030+0451 Illinois-Maryland MCMC Samples
<p>Posterior samples from the Illinois-Maryland analysis of NICER data for PSR J0030+0451.</p>
Satellite Data for Corn and Soybean Fields + Other Land Cover: Illinois, US, 2017-2019
<p>These are the datasets associated with the paper:<br> Hannah Kerner, Ritvik Sahajpal, Sergii Skakun, Inbal Becker-Reshef, Brian Barker, Mehdi Hosseini, Estefania Puricelli, and Patrick Gray. 2020. Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization. In <em>KDD ’20: ACM Special Interest Group (SIG) on Knowledge Discovery and Data Mining Conference Workshops</em>, August 23–27, 2020, San Diego, CA. </p> <p>The code that uses these datasets can be found at: <a href="https://github.com/nasaharvest/croptype-mapping-gsn/tree">https://github.com/nasaharvest/croptype-mapping-gsn</a></p>
Data for Impact of Salinity Origin on Microbial Communities in Saline Springs Within the Illinois Basin, U.S.
<p>Original data for Impact of Salinity Origin on Microbial Communities in Saline Springs Within the Illinois Basin, U.S.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.