cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57931/2999592
title: Supporting Information - How Can Crop Production Adapt to growing groundwater restrictions in the West?

description: Abstract
This data plan outlines the structure and content of datasets generated and utilized in the research presented in the manuscript abstract. Groundwater overdraft has led to serious water supply issues in the US West. Most western states manage groundwater use through a permitting system, but California has only recently begun to restrict groundwater use statewide with the 2014 passage of groundwater restrictions which target the elimination of groundwater overdraft practices by 2042. With groundwater extraction curtailed, crop production in the US West (a $95 billion industry annually) will be affected, and appropriate response strategies will be needed to ensure minimal disruption to food production and the regional economy. In this paper, we explore the adoption of alternative adaptive responses: (a) deficit irrigation; (b) switching to less water-intensive crops; (c) changing the extent of irrigated land (including fallowing); and (d) geographically shifting crop production. Employing an integrated modeling approach, we explicitly capture the interactions and feedbacks between local hydrology, changes in crop yields, crop and land use decision-making, changes in crop prices, and regional shifts in crop production. We find that the optimal adaptive response is spatially heterogeneous and comprises a portfolio of strategies. Southwestern states and California will be the most impacted by groundwater restrictions. The optimal responses in these states are to both adopt deficit irrigation strategies and reduce a portion of their irrigated croplands, resulting in a shift in crop production to northwestern states with a larger supply of water. The datasets detailed in this repository represent the output from these integrated models, specifically designed to support the analysis and visualization presented in the manuscript and supplemental information. These datasets, used in conjunction with the scripts available at our associated GitHub repository (https://github.com/pches/Femeena_etal_How_can_crop_production_adapt), enable the reproduction of figures and facilitate a comprehensive understanding of the optimal adaptive strategies in agriculture for mitigating water stress under varying groundwater extraction scenarios, as outlined in the abstract.
DOI: 10.15468/dl.en47tq
title: Occurrence Download

description: A dataset containing 395817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-09-29",
 "EventDate is less than or equal to 2025-10-29",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 395817 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055404-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aurp4
title: Occurrence Download

description: A dataset containing 998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria japonica",
 "HasCoordinate is true",
 "Country is Italy"
 ]
}

 The dataset includes 998 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055417-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssamy8
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-75.49063 1.15055,-75.48537 0.67719,-71.67073 0.32584,-68.3831 -1.15484,-61.88314 -5.09497,-58.87158 -4.96949,-57.91792 -4.01583,-57.64186 -2.45986,-61.18045 3.83933,-64.33173 5.08274,-59.81503 8.85551,-60.66523 10.92788,-67.46685 11.35298,-71.71786 8.58982,-75.49063 1.15055))",
 "PublishingOrg is one of (2a7e3080-28a9-11dd-97cd-b8a03c50a862, fef6dde8-bc0f-43bc-8b96-fb44264fbdf8)",
 "TaxonKey is Potamotrygonidae"
 ]
}

 The dataset includes 750 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055418-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1pr6c0
title: CCDC 1571432: Experimental Crystal Structure Determination

description: Related Article: Kuduva R. Vignesh, Stuart K. Langley, Boujemaa Moubaraki, Keith S. Murray, Gopalan Rajaraman|2018|Inorg.Chem.|57|1158|doi:10.1021/acs.inorgchem.7b02608
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1p0y0n
title: CCDC 1550031: Experimental Crystal Structure Determination

description: Related Article: Rosa Fandos, Sergio S. Rozenel, Richard A. Andersen|2017|Polyhedron|137|17|doi:10.1016/j.poly.2017.07.018
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08mm
title: CCDC 1579190: Experimental Crystal Structure Determination

description: Related Article: Young Jin Jang, Egor M. Larin and Mark Lautens|2017|Angew.Chem.,Int.Ed.|56|11927|doi:10.1002/anie.201704922
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1p0y1p
title: CCDC 1550032: Experimental Crystal Structure Determination

description: Related Article: Rosa Fandos, Sergio S. Rozenel, Richard A. Andersen|2017|Polyhedron|137|17|doi:10.1016/j.poly.2017.07.018
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1p0y2q
title: CCDC 1550033: Experimental Crystal Structure Determination

description: Related Article: Rosa Fandos, Sergio S. Rozenel, Richard A. Andersen|2017|Polyhedron|137|17|doi:10.1016/j.poly.2017.07.018
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pr36r
title: CCDC 1571334: Experimental Crystal Structure Determination

description: Related Article: Rina Soni, Katherine E. Jolley, Silvia Gosiewska, Guy J. Clarkson, Zhijia Fang, Thomas H. Hall, Ben N. Treloar, Richard C. Knighton, Martin Wills|2017|Organometallics|37|48|doi:10.1021/acs.organomet.7b00731
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pr37s
title: CCDC 1571335: Experimental Crystal Structure Determination

description: Related Article: Rina Soni, Katherine E. Jolley, Silvia Gosiewska, Guy J. Clarkson, Zhijia Fang, Thomas H. Hall, Ben N. Treloar, Richard C. Knighton, Martin Wills|2017|Organometallics|37|48|doi:10.1021/acs.organomet.7b00731
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08qq
title: CCDC 1579193: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08rr
title: CCDC 1579194: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08ss
title: CCDC 1579195: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08tt
title: CCDC 1579196: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08vv
title: CCDC 1579197: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08ww
title: CCDC 1579198: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08xx
title: CCDC 1579199: Experimental Crystal Structure Determination

description: Related Article: Ellen J. Robertson, Caroline Proulx, Jessica K. Su, Rita L. Garcia, Stan Yoo, Eric M. Nehls, Michael D. Connolly, Laudann Taravati, Ronald N. Zuckermann|2016|Langmuir|32|11946|doi:10.1021/acs.langmuir.6b02735
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1k3s7p
title: CCDC 1433602: Experimental Crystal Structure Determination

description: Related Article: H. Purandara, S. Foro, B. Thimme Gowda|2017|Acta Crystallogr.,Sect.E:Cryst.Commun.|73|1683|doi:10.1107/S2056989017014669
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pg52d
title: CCDC 1562743: Experimental Crystal Structure Determination

description: Related Article: Katarzyna N. Jarzembska, Radoslaw Kaminski, Krzysztof Durka, Marcin Kubsik|2017|Cryst.Growth Des.|17|6836|doi:10.1021/acs.cgd.7b01420
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q08zz
title: CCDC 1579201: Experimental Crystal Structure Determination

description: Related Article: Mushtaq Ahmad, Zahida Perveen, Adailton J. Bortoluzzi, Shahid Hameed, Muhammad R. Shah, Muhammad Tariq, Ghias ud Din, Muhammad T. Jan, Muhammad Siddique, Muhammad Anwar|2018|Chem.Cent.J.|12|1|doi:10.1186/s13065-018-0396-3
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0901
title: CCDC 1579202: Experimental Crystal Structure Determination

description: Related Article: Mushtaq Ahmad, Zahida Perveen, Adailton J. Bortoluzzi, Shahid Hameed, Muhammad R. Shah, Muhammad Tariq, Ghias ud Din, Muhammad T. Jan, Muhammad Siddique, Muhammad Anwar|2018|Chem.Cent.J.|12|1|doi:10.1186/s13065-018-0396-3
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0912
title: CCDC 1579203: Experimental Crystal Structure Determination

description: Related Article: M.A. Land, K.N. Robertson, J.A.C. Clyburne|2017|Acta Crystallogr.,Sect.E:Cryst.Commun.|73|1735|doi:10.1107/S2056989017014670
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pdvjg
title: CCDC 1561486: Experimental Crystal Structure Determination

description: Related Article: Jiří Váňa, Jan Lang, Mária Šoltésová, Jiří Hanusek, Aleš Růžička, Miloš Sedlák, Jana Roithová|2017|Dalton Trans.|46|16269|doi:10.1039/C7DT03832A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0923
title: CCDC 1579204: Experimental Crystal Structure Determination

description: Related Article: Raghaba Sahu,  Vishwakarma Singh|2019|Synthesis|51|1633|doi:10.1055/s-0037-1611367
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1mpqnp
title: CCDC 1510433: Experimental Crystal Structure Determination

description: Related Article: A. Gupta, H.B. Singh, R.J. Butcher|2017|Acta Crystallogr.,Sect.E:Cryst.Commun.|73|1679|doi:10.1107/S2056989017014682
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pdvhf
title: CCDC 1561485: Experimental Crystal Structure Determination

description: Related Article: Jiří Váňa, Jan Lang, Mária Šoltésová, Jiří Hanusek, Aleš Růžička, Miloš Sedlák, Jana Roithová|2017|Dalton Trans.|46|16269|doi:10.1039/C7DT03832A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0945
title: CCDC 1579206: Experimental Crystal Structure Determination

description: Related Article: U. Okeke, Y. Gultneh, R.J. Butcher|2017|Acta Crystallogr.,Sect.E:Cryst.Commun.|73|1708|doi:10.1107/S2056989017014694
description: Related Article: Ugochukwu C. Okeke, Yilma Gultneh, Raymond Otchere, Ray J. Butcher|2018|Inorg.Chem.Commun.|97|1|doi:10.1016/j.inoche.2018.08.024
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0956
title: CCDC 1579207: Experimental Crystal Structure Determination

description: Related Article: Fenna F. van de Watering, Wowa Stroek, Jarl Ivar van der Vlugt, Bas de Bruin, Wojciech I. Dzik, Joost N. H. Reek|2018|Eur.J.Inorg.Chem.|2018|1254|doi:10.1002/ejic.201701209
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0967
title: CCDC 1579208: Experimental Crystal Structure Determination

description: Related Article: Fenna F. van de Watering, Wowa Stroek, Jarl Ivar van der Vlugt, Bas de Bruin, Wojciech I. Dzik, Joost N. H. Reek|2018|Eur.J.Inorg.Chem.|2018|1254|doi:10.1002/ejic.201701209
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0978
title: CCDC 1579209: Experimental Crystal Structure Determination

description: Related Article: Fenna F. van de Watering, Wowa Stroek, Jarl Ivar van der Vlugt, Bas de Bruin, Wojciech I. Dzik, Joost N. H. Reek|2018|Eur.J.Inorg.Chem.|2018|1254|doi:10.1002/ejic.201701209
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1q0989
title: CCDC 1579210: Experimental Crystal Structure Determination

description: Related Article: Fenna F. van de Watering, Wowa Stroek, Jarl Ivar van der Vlugt, Bas de Bruin, Wojciech I. Dzik, Joost N. H. Reek|2018|Eur.J.Inorg.Chem.|2018|1254|doi:10.1002/ejic.201701209
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.