cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.144264.v1/t34
title: "Table34" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Ratio of SE and ME recoil jet distributions for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and pi0 E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t35
title: "Table35" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t36
title: "Table36" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t37
title: "Table37" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t38
title: "Table38" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t39
title: "Table39" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t40
title: "Table40" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t41
title: "Table41" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and pi0 E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t42
title: "Table42" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and pi0 E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t43
title: "Table43" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and pi0 E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t44
title: "Table44" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger ME-subtracted uncorrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and pi0 E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t45
title: "Table45" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t46
title: "Table46" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t47
title: "Table47" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t48
title: "Table48" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t50
title: "Table50" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t53
title: "Table53" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for pp at sqrt{s}=200 GeV with jet R=0.5 and pi0 E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t56
title: "Table56" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t57
title: "Table57" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t58
title: "Table58" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t60
title: "Table60" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 15-20 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t62
title: "Table62" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and pi0 E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t64
title: "Table64" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: Per trigger corrected recoil jet distribution for AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and pi0 E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t65
title: "Table65" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: I_AA AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t66
title: "Table66" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: I_AA AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.2 and gamma E_{T,trig}= 11-15 GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.144264.v1/t68
title: "Table68" of "Semi-inclusive direct photon+jet and $\pi^{0}$+jet correlations measured in $p+p$ and central Au+Au collisions at $\sqrt{s_\mathrm{NN}} = 200$ GeV"

description: I_AA AuAu 0-15% at sqrt{s_{NN}}=200 GeV with jet R=0.5 and gamma E_{T,trig}= 9-11 GeV.
description: No data abstract available.
DOI: 10.15468/dl.52qac8
title: Occurrence Download

description: A dataset containing 37182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37182 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004462-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sf346
title: Occurrence Download

description: A dataset containing 1800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "Geometry POLYGON((-78.94794 -1.40079,-78.99613 -1.79833,-79.67074 -3.64148,-78.97203 -4.25586,-78.73419 -4.28767,-78.52939 -3.97446,-77.61384 -2.95049,-77.32472 -2.62523,-77.12889 -1.7381,-78.94794 -1.40079))",
 "TaxonKey is one of (Lagothrix lagothricha, Ara militaris, Pyrrhura albipectus, Tapirus terrestris, Tremarctos ornatus, Panthera onca)"
 ]
}

 The dataset includes 1800 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004464-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4hpjc
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucaena confertiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 116 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004463-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vjys7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhopalura gigas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004465-260126135527185/datasets/export for details.
DOI: 10.15468/dl.2cqp5r
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Librevillea klainei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 659 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004469-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgbb9e
title: Occurrence Download

description: A dataset containing 12354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Amaranthus powellii"
 ]
}

 The dataset includes 12354 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024995-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4dwd4
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis gigantea",
 "Country is Guyana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024998-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60522/o:7309
title: Diagnostik in der Sozialen Arbeit: Gütekriterien

description: Es werden zentrale Gütekriterien Sozialer Diagnostik vorgestellt, idiografische und nomothetische Verfahren differenziert sowie Instrumenten- und Prozessgütekriterien erläutert.
DOI: 10.15468/dl.a63q9t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex acetosella L.",
 "Country is Syrian Arab Republic"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010279-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yhojst
title: Data for Wang and Wen, Chinese Science Bulletin, 2007
title: Temperature of China in 1000AD~2000AD

description: This dataset include the reconstructed 10-yr averaged surface air temperature in 1000AD~2000AD for 10 regions in China. The 10 regions are 1) Northeast, 2) North, 3) East, 4) South, 5) Taiwan, 6) Center, 7) Southwest, 8) Northwest, 9) Xinjiang, and 10) Tibet.

Please note that the area weights for each region are: 0.131, 0.084, 0.043, 0.059, 0.011, 0.072, 0.071, 0.198, 0.149, 0.182. They are used in computing the eastern/western/whole China averages to avoid underestimate the contributions from the west.
DOI: 10.5281/zenodo.15584276
title: Data associated with Enhancing Reproducibility Through Bioimage Analysis: The Significance of Effect Sizes and Controls

description: This is a subset of the data generated for the following publication:



Enhancing Reproducibility Through Bioimage Analysis: The Significance of Effect Sizes and Controls


David J. Barry, Stefania Marcotti, Lina Gerontogianni, Gavin Kelly

bioRxiv 2025.02.10.637409; doi: https://doi.org/10.1101/2025.02.10.637409 

 

The Jupyter notebooks associated with this publication will download this dataset during their execution.
DOI: 10.7910/dvn/8orqto
title: Charges of Malfeasance, Preference Votes, Government Portfolios, and Characteristics of Legislators, Chamber of Deputies, Republic of Italy, Legislatures I-XI (1948-1994): Parliamentary Malfeasance

description: Dataset on parliamentary malfeasance, containing information on all requests by the Italian judiciary to remove parliamentary immunity (so-called richieste di autorizzazioni a procedure, commonly abbreviated in Italian as RAP) from deputies during the first eleven postwar legislatures (elected in 1948 through 1992), including the nature of the judicial charges, the partisan affiliation of the deputy charged, the deputy's electoral district and legislature, whether immunity was lifted or not, etc. The Italian constitution (Article 68) required that the Ministry of Justice transmit requests to remove immunity to parliament in order to investigate a legislator for suspected criminal wrongdoing or in order to proceed with an arrest warrant. A majority vote by the floor of the relevant chamber was required to lift immunity. Requests were first dealt with in committee (by the Giunta per le autorizzazioni a procedere) before proceeding to the floor. Most requests over the period on which data are available were not granted; many simply lapsed with the end of the legislature, never having been voted. Legislators were investigated and/or charged with crimes ranging from traffic offenses to murder. Our coding distinguishes opinion crimes (such as libel and slander) from other (more serious) types of malfeasance. A constitutional change in November 1993 ended the requirement that the Chamber approve all requests to remove parliamentary immunity before the judiciary could proceed, and the dataset thus ends with the end of the XI L
egislature in 1994.
DOI: 10.7910/dvn/qhodtp
title: Wright Casebook Edited; Docketed Case: 82-2319
DOI: 10.7910/dvn/r3pshg
title: A12_21973.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/8cd0feb8-304e-49f4-83dd-9ab7762d1c26'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8cd0feb8-304e-49f4-83dd-9ab7762d1c26
DOI: 10.7910/dvn/woxkkt
title: hou02771c20378

description: Sparks, Jared, 1789-1866. Jared Sparks personal papers, 1808-1866. Jared Sparks. Journal, 1808-1809. MS Sparks 106-162, MS Sparks 141a (3). Houghton Library, Harvard University, Cambridge, Mass.
description: URN-3:FHCL.HOUGH:100586373
DOI: 10.5281/zenodo.15584545
title: Data associated with Enhancing Reproducibility Through Bioimage Analysis: The Significance of Effect Sizes and Controls

description: This is a subset of the data generated for the following publication:



Enhancing Reproducibility Through Bioimage Analysis: The Significance of Effect Sizes and Controls


David J. Barry, Stefania Marcotti, Lina Gerontogianni, Gavin Kelly

bioRxiv 2025.02.10.637409; doi: https://doi.org/10.1101/2025.02.10.637409 

 

The Jupyter notebooks associated with this publication will download this dataset during their execution.
DOI: 10.7910/dvn/aeoc4w
title: Replication data for: Do physicians with electronic access to prior imaging actually order more tests? A reassessment of the evidence

description: McCormick et al. (2012) used 2008 National Ambulatory Medical Care Survey (NAMCS) data to argue that physicians with electronic access to prior imaging results ordered more diagnostic tests than physicians without this health information technology. Despite the inherent limitations of single cross-sectional analyses, we replicated the original study results, made several improvements to the statistical methods, and tested the original and improved models on NAMCS data from 2007 and 2009. We found the original results to be highly model dependent, suggesting the findings are tied to a particular statistical formulation rather than demonstrative of an underlying phenomenon. Governments should fund more rigorous evaluations of new health information technologies, such as time-series analyses or randomized controlled trials. In the absence of such research, health care costs may continue to grow without achieving corresponding improvements in health outcomes.
DOI: 10.7910/dvn/konyj7
title: R script para calcular el promedio del precio de la vacuna

description: El siguiente script tiene el analisis de como se calculo el precio promedio de la vacuna
DOI: 10.7910/dvn/nrjnen
title: Replication Data for: The Prevalence and Correlates of Depression among Patients with Chronic Diseases in the United Arab Emirates

description: This dataset is used in the papaer The Prevalence and Correlates of Depression among Patients with Chronic Diseases in the United Arab Emirates
DOI: 10.7910/dvn/czr55w
title: Replication Data for: Progressing regressively: conditional convergence and Europeanisation of tax mixes

description: Tax mixes are important components of welfare systems, affecting income inequality, labour market outcomes and economic performance. Still, they are relatively under-examined in the literature studying the convergence of EU welfare states. Most existing analyses of tax mix convergence are limited to western Europe, mainly use twentieth-century data and do not control for domestic determinants of tax policy. I therefore study the determinants of tax mix composition and convergence in a panel of 30 EU and OECD countries between 1980 and 2019 using linear regressions. I find that tax mixes converge, and I observe a shift from personal income taxes towards more regressive revenue sources. Contrary to theoretical predictions, both observations are almost unrelated to proxies of tax competition. Instead, the main driving factor is EU membership. Tax mixes of Central and Eastern European member states, however, do not Europeanise: they constitute a distinct group with low and persistently regressive taxation.
DOI: 10.7910/dvn/dhxbjx
title: Global Spatially-Disaggregated Crop Production Statistics Data for 2005 Version 3.2
title: Spatial Production Allocation Model (SPAM) 2005
title: MapSPAM 2005

description: Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy approach to make plausible estimates of crop distribution within disaggregated units. Moving the data from coarser units such as countries and sub-national provinces, to finer units such as grid cells, reveals spatial patterns of crop performance, creating a global gridscape at the confluence between geography and agricultural production systems. Improving spatial understanding of crop production systems allows policymakers and donors to better target agricultural and rural development policies and investments, increasing food security and growth with minimal environmental impacts.
description: Geospatial Data
description: For more information and data download options, please visit the MapSPAM website at http://mapspam.info. This work was undertaken as part of the CGIAR Research Program on Policies, Institutions, and Markets (PIM) led by the International Food Policy Research Institute (IFPRI). Funding support for MapSPAM was provided by CGIAR Platform for Big Data in Agriculture, CGIAR Research Program on Policies, Institutions, and Markets (PIM), The Bill and Melinda Gates Foundation, NASA Harvest (https://nasaharvest.org), USAID Feed the Future Innovation Lab for Small Scale Irrigation (https://ilssi.tamu.edu), and USAID Feed the Future Innovation Lab for Sustainable Intensification (https://www.k-state.edu/siil).