Integrating crop models and machine learning for projecting climate change impacts on crops in data-limited environments Article Swipe
Seyyedmajid Alimagham
,
Marloes P. van Loon
,
Julián Ramírez-Villegas
,
Herman N.C. Berghuijs
,
Todd S. Rosenstock
,
M.K. van Ittersum
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.agsy.2025.104367
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.agsy.2025.104367
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.agsy.2025.104367
- OA Status
- hybrid
- References
- 73
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4410219213
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4410219213Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.agsy.2025.104367Digital Object Identifier
- Title
-
Integrating crop models and machine learning for projecting climate change impacts on crops in data-limited environmentsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-05-09Full publication date if available
- Authors
-
Seyyedmajid Alimagham, Marloes P. van Loon, Julián Ramírez-Villegas, Herman N.C. Berghuijs, Todd S. Rosenstock, M.K. van IttersumList of authors in order
- Landing page
-
https://doi.org/10.1016/j.agsy.2025.104367Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.agsy.2025.104367Direct OA link when available
- Concepts
-
Climate change, Crop, Agricultural engineering, Computer science, Agronomy, Geology, Engineering, Oceanography, BiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
73Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4410219213 |
|---|---|
| doi | https://doi.org/10.1016/j.agsy.2025.104367 |
| ids.doi | https://doi.org/10.1016/j.agsy.2025.104367 |
| ids.openalex | https://openalex.org/W4410219213 |
| fwci | 0.0 |
| type | article |
| title | Integrating crop models and machine learning for projecting climate change impacts on crops in data-limited environments |
| biblio.issue | |
| biblio.volume | 228 |
| biblio.last_page | 104367 |
| biblio.first_page | 104367 |
| grants[0].funder | https://openalex.org/F4320306137 |
| grants[0].award_id | INV-029211 |
| grants[0].funder_display_name | Bill and Melinda Gates Foundation |
| topics[0].id | https://openalex.org/T10439 |
| topics[0].field.id | https://openalex.org/fields/11 |
| topics[0].field.display_name | Agricultural and Biological Sciences |
| topics[0].score | 0.9988999962806702 |
| topics[0].domain.id | https://openalex.org/domains/1 |
| topics[0].domain.display_name | Life Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1105 |
| topics[0].subfield.display_name | Ecology, Evolution, Behavior and Systematics |
| topics[0].display_name | Climate change impacts on agriculture |
| topics[1].id | https://openalex.org/T12093 |
| topics[1].field.id | https://openalex.org/fields/11 |
| topics[1].field.display_name | Agricultural and Biological Sciences |
| topics[1].score | 0.9757999777793884 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1110 |
| topics[1].subfield.display_name | Plant Science |
| topics[1].display_name | Greenhouse Technology and Climate Control |
| topics[2].id | https://openalex.org/T10111 |
| topics[2].field.id | https://openalex.org/fields/23 |
| topics[2].field.display_name | Environmental Science |
| topics[2].score | 0.9624000191688538 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2303 |
| topics[2].subfield.display_name | Ecology |
| topics[2].display_name | Remote Sensing in Agriculture |
| funders[0].id | https://openalex.org/F4320306137 |
| funders[0].ror | https://ror.org/0456r8d26 |
| funders[0].display_name | Bill and Melinda Gates Foundation |
| is_xpac | False |
| apc_list.value | 3820 |
| apc_list.currency | USD |
| apc_list.value_usd | 3820 |
| apc_paid.value | 3820 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 3820 |
| concepts[0].id | https://openalex.org/C132651083 |
| concepts[0].level | 2 |
| concepts[0].score | 0.662362813949585 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q7942 |
| concepts[0].display_name | Climate change |
| concepts[1].id | https://openalex.org/C137580998 |
| concepts[1].level | 2 |
| concepts[1].score | 0.5444823503494263 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q235352 |
| concepts[1].display_name | Crop |
| concepts[2].id | https://openalex.org/C88463610 |
| concepts[2].level | 1 |
| concepts[2].score | 0.486143559217453 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q194118 |
| concepts[2].display_name | Agricultural engineering |
| concepts[3].id | https://openalex.org/C41008148 |
| concepts[3].level | 0 |
| concepts[3].score | 0.4199996292591095 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[3].display_name | Computer science |
| concepts[4].id | https://openalex.org/C6557445 |
| concepts[4].level | 1 |
| concepts[4].score | 0.24631518125534058 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q173113 |
| concepts[4].display_name | Agronomy |
| concepts[5].id | https://openalex.org/C127313418 |
| concepts[5].level | 0 |
| concepts[5].score | 0.09977054595947266 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q1069 |
| concepts[5].display_name | Geology |
| concepts[6].id | https://openalex.org/C127413603 |
| concepts[6].level | 0 |
| concepts[6].score | 0.07814803719520569 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[6].display_name | Engineering |
| concepts[7].id | https://openalex.org/C111368507 |
| concepts[7].level | 1 |
| concepts[7].score | 0.05545052886009216 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q43518 |
| concepts[7].display_name | Oceanography |
| concepts[8].id | https://openalex.org/C86803240 |
| concepts[8].level | 0 |
| concepts[8].score | 0.052849024534225464 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[8].display_name | Biology |
| keywords[0].id | https://openalex.org/keywords/climate-change |
| keywords[0].score | 0.662362813949585 |
| keywords[0].display_name | Climate change |
| keywords[1].id | https://openalex.org/keywords/crop |
| keywords[1].score | 0.5444823503494263 |
| keywords[1].display_name | Crop |
| keywords[2].id | https://openalex.org/keywords/agricultural-engineering |
| keywords[2].score | 0.486143559217453 |
| keywords[2].display_name | Agricultural engineering |
| keywords[3].id | https://openalex.org/keywords/computer-science |
| keywords[3].score | 0.4199996292591095 |
| keywords[3].display_name | Computer science |
| keywords[4].id | https://openalex.org/keywords/agronomy |
| keywords[4].score | 0.24631518125534058 |
| keywords[4].display_name | Agronomy |
| keywords[5].id | https://openalex.org/keywords/geology |
| keywords[5].score | 0.09977054595947266 |
| keywords[5].display_name | Geology |
| keywords[6].id | https://openalex.org/keywords/engineering |
| keywords[6].score | 0.07814803719520569 |
| keywords[6].display_name | Engineering |
| keywords[7].id | https://openalex.org/keywords/oceanography |
| keywords[7].score | 0.05545052886009216 |
| keywords[7].display_name | Oceanography |
| keywords[8].id | https://openalex.org/keywords/biology |
| keywords[8].score | 0.052849024534225464 |
| keywords[8].display_name | Biology |
| language | en |
| locations[0].id | doi:10.1016/j.agsy.2025.104367 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S157560195 |
| locations[0].source.issn | 0308-521X, 1873-2267 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 0308-521X |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Agricultural Systems |
| locations[0].source.host_organization | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_name | Elsevier BV |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320990 |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Agricultural Systems |
| locations[0].landing_page_url | https://doi.org/10.1016/j.agsy.2025.104367 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5046998757 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-8685-6798 |
| authorships[0].author.display_name | Seyyedmajid Alimagham |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Seyyedmajid Alimagham |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5040572211 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-8665-0810 |
| authorships[1].author.display_name | Marloes P. van Loon |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Marloes P. van Loon |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5078211596 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-8044-583X |
| authorships[2].author.display_name | Julián Ramírez-Villegas |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Julian Ramirez-Villegas |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5061837457 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-1754-5061 |
| authorships[3].author.display_name | Herman N.C. Berghuijs |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Herman N.C. Berghuijs |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5033385575 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-1958-9500 |
| authorships[4].author.display_name | Todd S. Rosenstock |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Todd S. Rosenstock |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5031345619 |
| authorships[5].author.orcid | https://orcid.org/0000-0001-8611-6781 |
| authorships[5].author.display_name | M.K. van Ittersum |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Martin K. van Ittersum |
| authorships[5].is_corresponding | False |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1016/j.agsy.2025.104367 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Integrating crop models and machine learning for projecting climate change impacts on crops in data-limited environments |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10439 |
| primary_topic.field.id | https://openalex.org/fields/11 |
| primary_topic.field.display_name | Agricultural and Biological Sciences |
| primary_topic.score | 0.9988999962806702 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1105 |
| primary_topic.subfield.display_name | Ecology, Evolution, Behavior and Systematics |
| primary_topic.display_name | Climate change impacts on agriculture |
| related_works | https://openalex.org/W4391375266, https://openalex.org/W2899084033, https://openalex.org/W2748952813, https://openalex.org/W2390279801, https://openalex.org/W4391913857, https://openalex.org/W2358668433, https://openalex.org/W4396701345, https://openalex.org/W2376932109, https://openalex.org/W2001405890, https://openalex.org/W4396696052 |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1016/j.agsy.2025.104367 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S157560195 |
| best_oa_location.source.issn | 0308-521X, 1873-2267 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 0308-521X |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Agricultural Systems |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Agricultural Systems |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.agsy.2025.104367 |
| primary_location.id | doi:10.1016/j.agsy.2025.104367 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S157560195 |
| primary_location.source.issn | 0308-521X, 1873-2267 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 0308-521X |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Agricultural Systems |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Agricultural Systems |
| primary_location.landing_page_url | https://doi.org/10.1016/j.agsy.2025.104367 |
| publication_date | 2025-05-09 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W2595748034, https://openalex.org/W4310208914, https://openalex.org/W6630354888, https://openalex.org/W2981830554, https://openalex.org/W2052798522, https://openalex.org/W6686118519, https://openalex.org/W4392214817, https://openalex.org/W4395044059, https://openalex.org/W6871144803, https://openalex.org/W2144720528, https://openalex.org/W4391074099, https://openalex.org/W2912934387, https://openalex.org/W2911964244, https://openalex.org/W2058155591, https://openalex.org/W2081000075, https://openalex.org/W4220734717, https://openalex.org/W4387149818, https://openalex.org/W3084436126, https://openalex.org/W2152092242, https://openalex.org/W2883315486, https://openalex.org/W2031302356, https://openalex.org/W3039243379, https://openalex.org/W3094545424, https://openalex.org/W2946844666, https://openalex.org/W2261645655, https://openalex.org/W2953184019, https://openalex.org/W2030563653, https://openalex.org/W2165588550, https://openalex.org/W3087070249, https://openalex.org/W4220809192, https://openalex.org/W4387129918, https://openalex.org/W3209906348, https://openalex.org/W2416782259, https://openalex.org/W4387388392, https://openalex.org/W2009819920, https://openalex.org/W4388791995, https://openalex.org/W4400604714, https://openalex.org/W2117807705, https://openalex.org/W2793154560, https://openalex.org/W4385405260, https://openalex.org/W3212588185, https://openalex.org/W2052710942, https://openalex.org/W4224247190, https://openalex.org/W3000355687, https://openalex.org/W2071872505, https://openalex.org/W2910047187, https://openalex.org/W3203701536, https://openalex.org/W4385260463, https://openalex.org/W1997549664, https://openalex.org/W2759257303, https://openalex.org/W2118921617, https://openalex.org/W2793718156, https://openalex.org/W2030479147, https://openalex.org/W3048168082, https://openalex.org/W3025910995, https://openalex.org/W2771374225, https://openalex.org/W2939261250, https://openalex.org/W2149088493, https://openalex.org/W2560991236, https://openalex.org/W3079760979, https://openalex.org/W2894351156, https://openalex.org/W2788581388, https://openalex.org/W2021531605, https://openalex.org/W1206795007, https://openalex.org/W3154601936, https://openalex.org/W2747319455, https://openalex.org/W3141188744, https://openalex.org/W2734593370, https://openalex.org/W2185188337, https://openalex.org/W4401091480, https://openalex.org/W1508950514, https://openalex.org/W3121715254, https://openalex.org/W4398473823 |
| referenced_works_count | 73 |
| abstract_inverted_index | |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 6 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/13 |
| sustainable_development_goals[0].score | 0.8199999928474426 |
| sustainable_development_goals[0].display_name | Climate action |
| citation_normalized_percentile.value | 0.15130277 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |