cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12694103
title: National Flood Insurance Program Community Rating System Net Load

description: The Community Rating System in the National Flood Insurance Program provides discounts to policyholders. However, the discount is cross-subsidized within each state meaning that some policyholders are paying higher insurance premiums that what is actuarially sound and are subsidizing the policies of others. This dataset shows how much the average policy in a county is benefiting from the cross-subsidization (negative net CRS load) or paying extra (positive net CRS load).

All datasets were generated using the code in the NetCRSLoad Github repository. 

 

File descriptions are below:

NFIP_crs_2025-01-01.csv - The processed National Flood Insurance Program policies dataset.

HE_Rural_Capacity_Index_March_2024_Download_Data.csv - Headwater Economics Rural Capacity Index dataset. https://headwaterseconomics.org/equity/rural-capacity-map/. 

fema_risk-rating-2.0_exhibits-2-3-4.xlsx - National Flood Insurance Program Risk Rating 2.0 Single-Family Homes policies data. https://www.fema.gov/flood-insurance/work-with-nfip/risk-rating/single-family-home. 

state_fips_master.csv - FIPS codes for states.

cb_2018_us_county_20m_netCRSload_2025-01-01.shp - Community Rating System net load averaged at the county level for NFIP policies in force on January 31, 2024. The "net_crs_lo" field represents the net load in dollar amounts. The "crsLoadPct" field represents the net load as a percent.

cb_2018_us_county_20m_netCRSload_RR2.shp - Community Rating System net load averaged at the county level for NFIP single-family home policies under Risk Rating 2.0. The "net_crs_lo" field represents the net load in dollar amounts. The "crsLoadPct" field represents the net load as a percent.

cb_2018_us_county_20m.shp - The county geospatial boundaries from the US Census. https://www.census.gov/geographies/reference-files/2020/demo/popest/2020-fips.html.
DOI: 10.5281/zenodo.14797129
title: National Flood Insurance Program Community Rating System Net Load

description: The Community Rating System in the National Flood Insurance Program provides discounts to policyholders. However, the discount is cross-subsidized within each state meaning that some policyholders are paying higher insurance premiums that what is actuarially sound and are subsidizing the policies of others. This dataset shows how much the average policy in a county is benefiting from the cross-subsidization (negative net CRS load) or paying extra (positive net CRS load).

All datasets were generated using the code in the NetCRSLoad Github repository. 

 

File descriptions are below:

NFIP_crs_2025-01-01.csv - The processed National Flood Insurance Program policies dataset.

HE_Rural_Capacity_Index_March_2024_Download_Data.csv - Headwater Economics Rural Capacity Index dataset. https://headwaterseconomics.org/equity/rural-capacity-map/. 

fema_risk-rating-2.0_exhibits-2-3-4.xlsx - National Flood Insurance Program Risk Rating 2.0 Single-Family Homes policies data. https://www.fema.gov/flood-insurance/work-with-nfip/risk-rating/single-family-home. 

state_fips_master.csv - FIPS codes for states.

cb_2018_us_county_20m_netCRSload_2025-01-01.shp - Community Rating System net load averaged at the county level for NFIP policies in force on January 31, 2024. The "net_crs_lo" field represents the net load in dollar amounts. The "crsLoadPct" field represents the net load as a percent.

cb_2018_us_county_20m_netCRSload_RR2.shp - Community Rating System net load averaged at the county level for NFIP single-family home policies under Risk Rating 2.0. The "net_crs_lo" field represents the net load in dollar amounts. The "crsLoadPct" field represents the net load as a percent.

cb_2018_us_county_20m.shp - The county geospatial boundaries from the US Census. https://www.census.gov/geographies/reference-files/2020/demo/popest/2020-fips.html.
DOI: 10.15468/dl.9c9zh6
title: Occurrence Download

description: A dataset containing 9873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelon ramada)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9873 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021194-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqnnp7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herdmania momus",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021193-250920141307145/datasets/export for details.
DOI: 10.7910/dvn/npbze1
title: School of Nursing, Ikot-Ekpene 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.

description: School of Nursing, Ikot-Ekpene 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
description: School of Nursing, Ikot-Ekpene 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
DOI: 10.15468/dl.pusfsr
title: Occurrence Download

description: A dataset containing 195942 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Academy of Natural Sciences of Philadelphia Ornithology Collection"
 ]
}

 The dataset includes 195942 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021175-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwpycx
title: Occurrence Download

description: A dataset containing 9873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelon ramada)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9873 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021195-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w52gz2
title: Occurrence Download

description: A dataset containing 9873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelon ramada)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9873 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021196-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcqdfh
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-113.42162 -19.38478,-21.57838 -19.38478,-21.57838 17.38478,-113.42162 17.38478,-113.42162 -19.38478))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, 57254bd0-8256-11d8-b7ed-b8a03c50a862, c54097e6-0972-4acb-b849-eaeba29c917d, f0b6a090-a4c6-11d8-9534-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, d0565c76-11b3-4515-820f-ff5bab74c202)",
 "TaxonKey is Clusia alata"
 ]
}

 The dataset includes 144 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9tra8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herdmania momus",
 "Country is Malta",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021198-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xgxnue
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herdmania momus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021199-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tg5ep6
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelon saliens)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 122 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj8czw
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerithidea rhizophorarum",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021200-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzym94
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herdmania momus",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021202-250920141307145/datasets/export for details.
DOI: 10.7910/dvn/jjpsua
title: School of Nursing, Ituk-Mbang 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.

description: School of Nursing, Ituk-Mbang 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
description: School of Nursing, Ituk-Mbang 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
DOI: 10.15468/dl.ntxyv6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herdmania momus",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021204-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7y23r
title: Occurrence Download

description: A dataset containing 5960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gmelina arborea",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5960 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021208-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqd57d
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenothyra formosana",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021209-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/wwaubu
title: School of Post Basic Midwifery, Anua, Uyo 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.

description: School of Post Basic Midwifery, Anua, Uyo 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
description: School of Post Basic Midwifery, Anua, Uyo 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
DOI: 10.15468/dl.z8zdv8
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-187.81506 -31.11270,-32.18494 -31.11270,-32.18494 31.11270,-187.81506 31.11270,-187.81506 -31.11270))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matisia cordata"
 ]
}

 The dataset includes 498 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021210-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q38h7e
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021211-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2sehm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021213-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2ydubz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021212-250920141307145/datasets/export for details.
DOI: 10.15468/dl.nsa3g2
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenomelania plicaria",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021214-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s466en
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Identificación de la diversidad y la relación de especies de flora asociada a los sistemas naturales de morichales jóvenes, adultos y senescentes en la Orinoquia Colombiana"
 ]
}

 The dataset includes 470 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021215-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2dhku
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.27373 22.70214,-98.48734 22.01413,-96.2139 18.26495,-94.77804 19.07262,-96.27373 22.70214))",
 "TaxonKey is Chelonia mydas"
 ]
}

 The dataset includes 90 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021216-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2tt4fw0f
title: Sequential phosphorus and iron extractions and phosphate sorption index across soil horizons in acidic and non-acidic tundra, Toolik, Alaska (2022-2023)

description: The goal of this study was to measure the various pools of inorganic and organic phosphorus, the minerals associated with those pools of phosphorus, and the various pools of iron through the soil profile across differing soil moisture conditions. Soils were collected over the summer of 2022 and 2023 along two tundra hillslopes (one acidic and one non-acidic) near Toolik Lake. Each study hillslope had three sites with soil moisture conditions delineated as Dry, Mesic, and Wet, with three replicate 5 x 5 meter (m) plots at each site. Soil samples were collected from each replicate plot of the non-acidic tundra in the summer of 2022 and of the acidic tundra in the summer of 2023. Soils were extracted using a 2-inch stainless steel corer and were frozen upon return from the field. The sampled soils were separated by horizon and then were subsampled for a sequential phosphorus extraction, sequential iron extraction, and phosphate sorption index.
DOI: 10.15468/dl.p42rxn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021217-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hfyq53
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021218-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9yzdu
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenomelania torulosa",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021220-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxdre4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus exasperatus",
 "Country is Tunisia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021219-250920141307145/datasets/export for details.
DOI: 10.7910/dvn/gndny8
title: School of Post Basic Midwifery, Iquita-Oron 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.

description: School of Post Basic Midwifery, Iquita-Oron 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
description: School of Post Basic Midwifery, Iquita-Oron 2025/2026 Admission List Is Out Now Call Admin Office Call 08142094711, (08142094711) To Check And Further Admission Assistance Call +2348142094711.
DOI: 10.34740/kaggle/dsv/13183093
title: Data for T2DM Risk prediction after GDM
DOI: 10.6084/m9.figshare.30223573.v1
title: Impact of Environmental Variables on the Seasonal Dynamics and Relative Abundance of Endosymbionts in <i>Glossina</i> Species in Northern Nigeria

description: Over two years, 7,632 tsetse flies were collected and examined for species distribution, symbiont prevalence, and local climate variables (temperature, humidity, and vegetation index). Glossina tachinoides was most prevalent (55.78%), followed by G. morsitans submorsitans (29.36%) and G. palpalis palpalis (14.86%), each showing site-specific distribution. Endosymbiont prevalence rose markedly during the wet season (e.g., Yankari: 73.41% to 94.83%, p &lt; 0.0001), especially for Sodalis, which declined under dry conditions. Strong negative correlations with temperature (r = –0.99, p = 0.0001) and positive correlations with humidity (r = +0.99, p = 0.0005) were observed. These patterns reflect the vulnerability of tsetse-symbiont systems to climate stress and underscore challenges for control strategies. Broad-area methods may suit G. tachinoides, while targeted trapping is more suitable for G. palpalis. The resilience of Wolbachia suggests its utility for paratransgenic control. The study emphasizes the importance of integrated, climate-aware surveillance and intervention strategies to mitigate trypanosomiasis risk.