cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17866/rd.salford.3408826.v1
title: Legal Accessibility ranking and supporting evidence research sites within Manchester and Salford

description: This file contains the Legal Accessibility ranking of the 49 research sites and the supporting evidence.  The ranking criteria is as follows: 0 = access prohibited; 1 = access by permission only; 2 = open to public access.
DOI: 10.21233/n3701k
title: Carbuncle Pond pollen dataset

description: Raw data for the Carbuncle Pond pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.34740/kaggle/dsv/12683109
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.21233/n33894
title: Lac Caribou pollen dataset

description: Raw data for the Lac Caribou pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.16687020
title: Data for "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields"

description: These are the datasets used in "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields" (2025) Nature Ecology & Evolution

Please refer to the manuscript for details on the study design, data collection, processing, and modelling approaches.

The R code scripts using these datasets are available on GitHub: irisberger/ZBNF: Code for "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields"

yield_v3.csv contains raw yield data, wholsale_prices.csv contains wholesale price data of the different crops as sold at the market, wfh_squares_final.csv contains information on the amount of (semi-)native vegetation patches in each square, tool_costs.csv contains data on the costs associated with the tools needed to farm a given field, substances.csv contains data on input costs, seed_costs.csv details the costs of seeds purchased, rental_costs.csv details costs associated with renting equipment to farm a given field, profit_squares.csv is the estimated total economic profit per square, profit_data_points.csv contains field-level estimates of ecomic profit, points_prop_closed.csv contains data on the proportion of area in the 100m around a point count that is closed (i.e. obstructs visibility), match_weights_point_farm_birds.csv contains the matching weights for the analyses on birds, labour_costs.csv contains information on the labour costs associated with a given field, irrigation.csv details whether a given point is irrigated or not, forest_dependency_BL.csv contains information on each species' forest dependency (ass classified by BirdLife), field_details_results.csv provides details on each field, farms_traveltime.csv details how far (travel time in minutes) a given field is away from a city, energy_costs.csv details enegery (e.g. petrol, electricity) costs, energy.csv details the food energy of each crop, covariates_combined_farm.csv contains details on covariates/characteristics of all agricultural sites, Birdlife_traits.csv contains species-level trait data (incl. on trophic guild) as downloaded from AVONET, all_spp_info.csv contains information on guild, detection group, preferred habitat etc. for each bird species in this study.

DataForDetectionFunctionFittingFinal.rda and DetectionFunction_functions.rda contain the raw bird data needed to fit the detection functions, BestDetectionFunctions.rda contains the best-fitting detection functions, density_data_fitted_only.rda contains the bird count and effective area surveys data as well as visit-level information, data_for_big_brm.rda is needed to run the model on density-yield/profit relationships, and final_farm_type_model2.rda is needed for the model on the Bray Curtis dissimilarity index
DOI: 10.5281/zenodo.16687021
title: Data for "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields"

description: These are the datasets used in "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields" (2025) Nature Ecology & Evolution

Please refer to the manuscript for details on the study design, data collection, processing, and modelling approaches.

The R code scripts using these datasets are available on GitHub: irisberger/ZBNF: Code for "India's agroecology programme, 'Zero Budget Natural Farming', delivers biodiversity and economic benefits without lowering yields"

yield_v3.csv contains raw yield data, wholsale_prices.csv contains wholesale price data of the different crops as sold at the market, wfh_squares_final.csv contains information on the amount of (semi-)native vegetation patches in each square, tool_costs.csv contains data on the costs associated with the tools needed to farm a given field, substances.csv contains data on input costs, seed_costs.csv details the costs of seeds purchased, rental_costs.csv details costs associated with renting equipment to farm a given field, profit_squares.csv is the estimated total economic profit per square, profit_data_points.csv contains field-level estimates of ecomic profit, points_prop_closed.csv contains data on the proportion of area in the 100m around a point count that is closed (i.e. obstructs visibility), match_weights_point_farm_birds.csv contains the matching weights for the analyses on birds, labour_costs.csv contains information on the labour costs associated with a given field, irrigation.csv details whether a given point is irrigated or not, forest_dependency_BL.csv contains information on each species' forest dependency (ass classified by BirdLife), field_details_results.csv provides details on each field, farms_traveltime.csv details how far (travel time in minutes) a given field is away from a city, energy_costs.csv details enegery (e.g. petrol, electricity) costs, energy.csv details the food energy of each crop, covariates_combined_farm.csv contains details on covariates/characteristics of all agricultural sites, Birdlife_traits.csv contains species-level trait data (incl. on trophic guild) as downloaded from AVONET, all_spp_info.csv contains information on guild, detection group, preferred habitat etc. for each bird species in this study.

DataForDetectionFunctionFittingFinal.rda and DetectionFunction_functions.rda contain the raw bird data needed to fit the detection functions, BestDetectionFunctions.rda contains the best-fitting detection functions, density_data_fitted_only.rda contains the bird count and effective area surveys data as well as visit-level information, data_for_big_brm.rda is needed to run the model on density-yield/profit relationships, and final_farm_type_model2.rda is needed for the model on the Bray Curtis dissimilarity index
DOI: 10.6084/m9.figshare.29396291
title: README.txt

description: ReadMe for data associated with manuscript "Plant diversity predicts soil extracellular enzyme activity in field, but not experimental, grassland settings"
DOI: 10.6084/m9.figshare.29396291.v1
title: README.txt

description: ReadMe for data associated with manuscript "Plant diversity predicts soil extracellular enzyme activity in field, but not experimental, grassland settings"
DOI: 10.15468/dl.tbqtaj
title: Occurrence Download

description: A dataset containing 72645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Phylloscopus ibericus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 72645 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015785-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29396306
title: 277SppBayes_fixed.txt

description: Phylogeny of 277 tallgrass prairie plant species.
DOI: 10.6084/m9.figshare.29396306.v1
title: 277SppBayes_fixed.txt

description: Phylogeny of 277 tallgrass prairie plant species.
DOI: 10.21233/n3jm53
title: Caribou Bog pollen dataset

description: Raw data for the Caribou Bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.29403554
title: 2016-2020microbe.csv

description: Read counts and taxonomic information of microbes from each sampling year, by site.
DOI: 10.6084/m9.figshare.29403554.v1
title: 2016-2020microbe.csv

description: Read counts and taxonomic information of microbes from each sampling year, by site.
DOI: 10.6084/m9.figshare.29403560
title: plantmicrobealphadf.csv

description: This file contains plant, microbial, and soil variable values for all sites and years.
DOI: 10.6084/m9.figshare.29403560.v1
title: plantmicrobealphadf.csv

description: This file contains plant, microbial, and soil variable values for all sites and years.
DOI: 10.6084/m9.figshare.29403572
title: traitabd.csv and traitdata.csv

description: "traitabd.csv" contains abundances of plants for which trait values were available, for all sites and years. "traitdata.csv" contains trait values for plant species.
DOI: 10.6084/m9.figshare.29403572.v1
title: traitabd.csv and traitdata.csv

description: "traitabd.csv" contains abundances of plants for which trait values were available, for all sites and years. "traitdata.csv" contains trait values for plant species.
DOI: 10.21233/n3dt35
title: Caribou Hill pollen dataset

description: Raw data for the Caribou Hill pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.29403581
title: Veg2016-2020Fixed.csv

description: Contains plant cover values for sites and years, combined in a single table.<br><br>
DOI: 10.6084/m9.figshare.29403581.v1
title: Veg2016-2020Fixed.csv

description: Contains plant cover values for sites and years, combined in a single table.<br><br>
DOI: 10.15468/dl.ryyt8n
title: Occurrence Download

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

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015817-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n39398
title: Selle di Carnino pollen dataset

description: Raw data for the Selle di Carnino pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.aazj2m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oloplotosus luteus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015818-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ehetnk
title: Occurrence Download

description: A dataset containing 11178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asclepias fascicularis"
 ]
}

 The dataset includes 11178 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015816-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3597b
title: Carp Lake pollen dataset

description: Raw data for the Carp Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.t39sy7
title: Occurrence Download

description: A dataset containing 1554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equulites elongatus"
 ]
}

 The dataset includes 1554 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015819-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n31m6t
title: Carter Site loss-on-ignition dataset

description: Raw data for the Carter Site loss-on-ignition dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n39s3w
title: Carter Site pollen dataset

description: Raw data for the Carter Site pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.fpjm6b
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sansevieria hyacinthoides",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015821-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3602n
title: Lac Castor pollen dataset

description: Raw data for the Lac Castor pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3288f
title: Cascade Fen [Engineer Mountain Bog] pollen dataset

description: Raw data for the Cascade Fen [Engineer Mountain Bog] pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3hm65
title: Lago Catemaco pollen dataset

description: Raw data for the Lago Catemaco pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3ct3v
title: Caunahue pollen dataset

description: Raw data for the Caunahue pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qhz383
title: Occurrence Download

description: A dataset containing 44126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Occurrence evidence, Specimen)",
 "Continent is one of (South America, North America)",
 "Country is one of (United States of America, Mexico, Brazil, Colombia, Bahamas, Venezuela (Bolivarian Republic of), Belize, Costa Rica, Guyana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atherinopsidae"
 ]
}

 The dataset includes 44126 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015822-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3840w
title: Cayambe pollen dataset

description: Raw data for the Cayambe pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.nxghww
title: Occurrence Download

description: A dataset containing 12546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-115.1647 37.65684,-115.378 37.67373,-115.4271 37.50599,-115.4504 37.61634,-115.6779 37.54731,-115.5296 37.24377,-115.7473 37.02409,-116.0185 37.27166,-115.928 36.99763,-115.9906 36.93546,-116.6995 36.9972,-116.8065 37.28315,-116.9092 37.19524,-117.0246 37.43963,-117.1808 37.52838,-117.879 37.40723,-117.9617 37.28309,-117.8731 37.28723,-117.7944 37.07732,-117.9544 37.00084,-117.9515 36.88746,-117.8227 36.66252,-117.5905 36.53221,-117.702 36.54888,-117.7001 36.33985,-117.8002 36.52408,-117.9937 36.60588,-118.0845 36.84138,-118.2462 36.70385,-118.0401 36.46577,-117.8747 35.6612,-118.1077 35.52994,-118.0064 35.30001,-118.067 35.21965,-118.7917 34.78093,-118.4387 34.71956,-117.4643 34.26589,-117.1769 34.41801,-116.4889 34.32896,-116.5167 34.16457,-116.3997 34.13626,-116.4803 34.10575,-116.3148 34.09686,-115.9023 33.67817,-115.4918 33.71225,-115.3721 33.95609,-115.2841 33.87187,-115.5649 34.39096,-115.3579 34.50802,-115.2336 34.50913,-115.1734 34.281,-115.0287 34.49015,-114.9045 34.48742,-114.8483 34.31828,-114.0637 34.52534,-113.7549 34.46349,-113.6928 34.6298,-113.9285 34.76649,-114.0439 35.11463,-113.8177 35.22367,-113.8187 35.40141,-113.7145 35.4153,-113.8815 35.71407,-114.0844 35.81357,-113.816 36.22755,-113.7161 36.52703,-113.7669 36.72443,-113.3502 36.84576,-113.2794 37.29557,-113.8386 37.20913,-113.9632 37.38364,-114.3332 37.26329,-114.575 37.38097,-114.8029 37.22457,-114.8184 37.32927,-114.9423 37.28012,-115.1626 37.47778,-115.1647 37.65684))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Icterus cucullatus"
 ]
}

 The dataset includes 12546 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015823-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nbugv
title: Occurrence Download

description: A dataset containing 2567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myzornis pyrrhoura)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2567 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015824-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3498d
title: Cedar Bog pollen dataset

description: Raw data for the Cedar Bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.25574/23787
title: Chandra X-ray Observatory ObsId 23787

description: Late-time observations of eROSITA Tidal Disruption Events - fall back vs disk accretion
DOI: 10.15468/dl.w24j77
title: Occurrence Download

description: A dataset containing 3441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aronia arbutifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3441 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015825-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23807
title: Chandra X-ray Observatory ObsId 23807

description: The Unique Power of Chandra Observations of Gravitationally Lensed Quasars
DOI: 10.25574/23884
title: Chandra X-ray Observatory ObsId 23884

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.21233/n30m6h
title: Chabada Lake pollen dataset

description: Raw data for the Chabada Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.25574/24987
title: Chandra X-ray Observatory ObsId 24987

description: Cycle 22 Cold ECS Measurements