Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality Article Swipe

View

Ahmed M. S. Kheir , Ajit Govind , Vinay Nangia , M. El-Maghraby , Abdelrazek Elnashar , Mukhtar Ahmed , Hesham M. Aboelsoud , Rania Gamal , Til Feike ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1016/j.compag.2025.110317

Related Topics

Process (Computing)

Agricultural Engineering

Computer Science

Remote Sensing

Artificial Intelligence

Machine Learning

Environmental Science

Concepts

Yield (engineering) Process (computing) Quality (philosophy) Agricultural engineering Computer science Remote sensing Artificial intelligence Process engineering Biological system Machine learning Environmental science Agronomy Engineering Materials science Biology Geography Physics Quantum mechanics Operating system Metallurgy

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.compag.2025.110317
OA Status: hybrid
Cited By: 12
References: 111
Related Works: 10
OpenAlex ID: https://openalex.org/W4408747064

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4408747064

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1016/j.compag.2025.110317

Digital Object Identifier
Title: Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2025

Year of publication
Publication date: 2025-03-23

Full publication date if available
Authors: Ahmed M. S. Kheir, Ajit Govind, Vinay Nangia, M. El-Maghraby, Abdelrazek Elnashar, Mukhtar Ahmed, Hesham M. Aboelsoud, Rania Gamal, Til Feike

List of authors in order
Landing page: https://doi.org/10.1016/j.compag.2025.110317

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: hybrid

Open access status per OpenAlex
OA URL: https://doi.org/10.1016/j.compag.2025.110317

Direct OA link when available
Concepts: Yield (engineering), Process (computing), Quality (philosophy), Agricultural engineering, Computer science, Remote sensing, Artificial intelligence, Process engineering, Biological system, Machine learning, Environmental science, Agronomy, Engineering, Materials science, Biology, Geography, Physics, Quantum mechanics, Operating system, Metallurgy

Top concepts (fields/topics) attached by OpenAlex
Cited by: 12

Total citation count in OpenAlex
Citations by year (recent): 2025: 12

Per-year citation counts (last 5 years)
References (count): 111

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4408747064
doi	https://doi.org/10.1016/j.compag.2025.110317
ids.doi	https://doi.org/10.1016/j.compag.2025.110317
ids.openalex	https://openalex.org/W4408747064
fwci	60.6305241
type	article
title	Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality
biblio.issue
biblio.volume	234
biblio.last_page	110317
biblio.first_page	110317
topics[0].id	https://openalex.org/T10111
topics[0].field.id	https://openalex.org/fields/23
topics[0].field.display_name	Environmental Science
topics[0].score	0.9941999912261963
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2303
topics[0].subfield.display_name	Ecology
topics[0].display_name	Remote Sensing in Agriculture
topics[1].id	https://openalex.org/T12310
topics[1].field.id	https://openalex.org/fields/11
topics[1].field.display_name	Agricultural and Biological Sciences
topics[1].score	0.9790999889373779
topics[1].domain.id	https://openalex.org/domains/1
topics[1].domain.display_name	Life Sciences
topics[1].subfield.id	https://openalex.org/subfields/1102
topics[1].subfield.display_name	Agronomy and Crop Science
topics[1].display_name	Crop Yield and Soil Fertility
topics[2].id	https://openalex.org/T10439
topics[2].field.id	https://openalex.org/fields/11
topics[2].field.display_name	Agricultural and Biological Sciences
topics[2].score	0.9699000120162964
topics[2].domain.id	https://openalex.org/domains/1
topics[2].domain.display_name	Life Sciences
topics[2].subfield.id	https://openalex.org/subfields/1105
topics[2].subfield.display_name	Ecology, Evolution, Behavior and Systematics
topics[2].display_name	Climate change impacts on agriculture
is_xpac	False
apc_list.value	3680
apc_list.currency	USD
apc_list.value_usd	3680
apc_paid.value	3680
apc_paid.currency	USD
apc_paid.value_usd	3680
concepts[0].id	https://openalex.org/C134121241
concepts[0].level	2
concepts[0].score	0.6920418739318848
concepts[0].wikidata	https://www.wikidata.org/wiki/Q899301
concepts[0].display_name	Yield (engineering)
concepts[1].id	https://openalex.org/C98045186
concepts[1].level	2
concepts[1].score	0.5963289141654968
concepts[1].wikidata	https://www.wikidata.org/wiki/Q205663
concepts[1].display_name	Process (computing)
concepts[2].id	https://openalex.org/C2779530757
concepts[2].level	2
concepts[2].score	0.5428704023361206
concepts[2].wikidata	https://www.wikidata.org/wiki/Q1207505
concepts[2].display_name	Quality (philosophy)
concepts[3].id	https://openalex.org/C88463610
concepts[3].level	1
concepts[3].score	0.49228325486183167
concepts[3].wikidata	https://www.wikidata.org/wiki/Q194118
concepts[3].display_name	Agricultural engineering
concepts[4].id	https://openalex.org/C41008148
concepts[4].level	0
concepts[4].score	0.42723381519317627
concepts[4].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[4].display_name	Computer science
concepts[5].id	https://openalex.org/C62649853
concepts[5].level	1
concepts[5].score	0.41981518268585205
concepts[5].wikidata	https://www.wikidata.org/wiki/Q199687
concepts[5].display_name	Remote sensing
concepts[6].id	https://openalex.org/C154945302
concepts[6].level	1
concepts[6].score	0.40043243765830994
concepts[6].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[6].display_name	Artificial intelligence
concepts[7].id	https://openalex.org/C21880701
concepts[7].level	1
concepts[7].score	0.37349504232406616
concepts[7].wikidata	https://www.wikidata.org/wiki/Q2144042
concepts[7].display_name	Process engineering
concepts[8].id	https://openalex.org/C186060115
concepts[8].level	1
concepts[8].score	0.35626184940338135
concepts[8].wikidata	https://www.wikidata.org/wiki/Q30336093
concepts[8].display_name	Biological system
concepts[9].id	https://openalex.org/C119857082
concepts[9].level	1
concepts[9].score	0.34392809867858887
concepts[9].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[9].display_name	Machine learning
concepts[10].id	https://openalex.org/C39432304
concepts[10].level	0
concepts[10].score	0.3368949890136719
concepts[10].wikidata	https://www.wikidata.org/wiki/Q188847
concepts[10].display_name	Environmental science
concepts[11].id	https://openalex.org/C6557445
concepts[11].level	1
concepts[11].score	0.3253752589225769
concepts[11].wikidata	https://www.wikidata.org/wiki/Q173113
concepts[11].display_name	Agronomy
concepts[12].id	https://openalex.org/C127413603
concepts[12].level	0
concepts[12].score	0.30073052644729614
concepts[12].wikidata	https://www.wikidata.org/wiki/Q11023
concepts[12].display_name	Engineering
concepts[13].id	https://openalex.org/C192562407
concepts[13].level	0
concepts[13].score	0.2233373522758484
concepts[13].wikidata	https://www.wikidata.org/wiki/Q228736
concepts[13].display_name	Materials science
concepts[14].id	https://openalex.org/C86803240
concepts[14].level	0
concepts[14].score	0.13736626505851746
concepts[14].wikidata	https://www.wikidata.org/wiki/Q420
concepts[14].display_name	Biology
concepts[15].id	https://openalex.org/C205649164
concepts[15].level	0
concepts[15].score	0.13545861840248108
concepts[15].wikidata	https://www.wikidata.org/wiki/Q1071
concepts[15].display_name	Geography
concepts[16].id	https://openalex.org/C121332964
concepts[16].level	0
concepts[16].score	0.10472103953361511
concepts[16].wikidata	https://www.wikidata.org/wiki/Q413
concepts[16].display_name	Physics
concepts[17].id	https://openalex.org/C62520636
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q944
concepts[17].display_name	Quantum mechanics
concepts[18].id	https://openalex.org/C111919701
concepts[18].level	1
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[18].display_name	Operating system
concepts[19].id	https://openalex.org/C191897082
concepts[19].level	1
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q11467
concepts[19].display_name	Metallurgy
keywords[0].id	https://openalex.org/keywords/yield
keywords[0].score	0.6920418739318848
keywords[0].display_name	Yield (engineering)
keywords[1].id	https://openalex.org/keywords/process
keywords[1].score	0.5963289141654968
keywords[1].display_name	Process (computing)
keywords[2].id	https://openalex.org/keywords/quality
keywords[2].score	0.5428704023361206
keywords[2].display_name	Quality (philosophy)
keywords[3].id	https://openalex.org/keywords/agricultural-engineering
keywords[3].score	0.49228325486183167
keywords[3].display_name	Agricultural engineering
keywords[4].id	https://openalex.org/keywords/computer-science
keywords[4].score	0.42723381519317627
keywords[4].display_name	Computer science
keywords[5].id	https://openalex.org/keywords/remote-sensing
keywords[5].score	0.41981518268585205
keywords[5].display_name	Remote sensing
keywords[6].id	https://openalex.org/keywords/artificial-intelligence
keywords[6].score	0.40043243765830994
keywords[6].display_name	Artificial intelligence
keywords[7].id	https://openalex.org/keywords/process-engineering
keywords[7].score	0.37349504232406616
keywords[7].display_name	Process engineering
keywords[8].id	https://openalex.org/keywords/biological-system
keywords[8].score	0.35626184940338135
keywords[8].display_name	Biological system
keywords[9].id	https://openalex.org/keywords/machine-learning
keywords[9].score	0.34392809867858887
keywords[9].display_name	Machine learning
keywords[10].id	https://openalex.org/keywords/environmental-science
keywords[10].score	0.3368949890136719
keywords[10].display_name	Environmental science
keywords[11].id	https://openalex.org/keywords/agronomy
keywords[11].score	0.3253752589225769
keywords[11].display_name	Agronomy
keywords[12].id	https://openalex.org/keywords/engineering
keywords[12].score	0.30073052644729614
keywords[12].display_name	Engineering
keywords[13].id	https://openalex.org/keywords/materials-science
keywords[13].score	0.2233373522758484
keywords[13].display_name	Materials science
keywords[14].id	https://openalex.org/keywords/biology
keywords[14].score	0.13736626505851746
keywords[14].display_name	Biology
keywords[15].id	https://openalex.org/keywords/geography
keywords[15].score	0.13545861840248108
keywords[15].display_name	Geography
keywords[16].id	https://openalex.org/keywords/physics
keywords[16].score	0.10472103953361511
keywords[16].display_name	Physics
language	en
locations[0].id	doi:10.1016/j.compag.2025.110317
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S116775814
locations[0].source.issn	0168-1699, 1872-7107
locations[0].source.type	journal
locations[0].source.is_oa	False
locations[0].source.issn_l	0168-1699
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	Computers and Electronics in Agriculture
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].source.host_organization_lineage_names	Elsevier BV
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	Computers and Electronics in Agriculture
locations[0].landing_page_url	https://doi.org/10.1016/j.compag.2025.110317
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5008603391
authorships[0].author.orcid	https://orcid.org/0000-0001-9569-5420
authorships[0].author.display_name	Ahmed M. S. Kheir
authorships[0].author_position	first
authorships[0].raw_author_name	Ahmed M.S. Kheir
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5023443248
authorships[1].author.orcid	https://orcid.org/0000-0002-0656-0004
authorships[1].author.display_name	Ajit Govind
authorships[1].author_position	middle
authorships[1].raw_author_name	Ajit Govind
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5051037169
authorships[2].author.orcid	https://orcid.org/0000-0001-5148-8614
authorships[2].author.display_name	Vinay Nangia
authorships[2].author_position	middle
authorships[2].raw_author_name	Vinay Nangia
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5111692153
authorships[3].author.orcid
authorships[3].author.display_name	M. El-Maghraby
authorships[3].author_position	middle
authorships[3].raw_author_name	Maher A. El-Maghraby
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5041501568
authorships[4].author.orcid	https://orcid.org/0000-0001-8008-5670
authorships[4].author.display_name	Abdelrazek Elnashar
authorships[4].author_position	middle
authorships[4].raw_author_name	Abdelrazek Elnashar
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5061623244
authorships[5].author.orcid	https://orcid.org/0000-0002-7223-5541
authorships[5].author.display_name	Mukhtar Ahmed
authorships[5].author_position	middle
authorships[5].raw_author_name	Mukhtar Ahmed
authorships[5].is_corresponding	False
authorships[6].author.id	https://openalex.org/A5109463657
authorships[6].author.orcid
authorships[6].author.display_name	Hesham M. Aboelsoud
authorships[6].author_position	middle
authorships[6].raw_author_name	Hesham Aboelsoud
authorships[6].is_corresponding	False
authorships[7].author.id	https://openalex.org/A5000899194
authorships[7].author.orcid	https://orcid.org/0000-0003-0818-1259
authorships[7].author.display_name	Rania Gamal
authorships[7].author_position	middle
authorships[7].raw_author_name	Rania Gamal
authorships[7].is_corresponding	False
authorships[8].author.id	https://openalex.org/A5034056389
authorships[8].author.orcid	https://orcid.org/0000-0002-1978-9473
authorships[8].author.display_name	Til Feike
authorships[8].author_position	last
authorships[8].raw_author_name	Til Feike
authorships[8].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.compag.2025.110317
open_access.oa_status	hybrid
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T10111
primary_topic.field.id	https://openalex.org/fields/23
primary_topic.field.display_name	Environmental Science
primary_topic.score	0.9941999912261963
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2303
primary_topic.subfield.display_name	Ecology
primary_topic.display_name	Remote Sensing in Agriculture
related_works	https://openalex.org/W2386800167, https://openalex.org/W2384315363, https://openalex.org/W1990212788, https://openalex.org/W2377343822, https://openalex.org/W2131099179, https://openalex.org/W2361679322, https://openalex.org/W2017828885, https://openalex.org/W2356333310, https://openalex.org/W2353124663, https://openalex.org/W4238914931
cited_by_count	12
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	12
locations_count	1
best_oa_location.id	doi:10.1016/j.compag.2025.110317
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S116775814
best_oa_location.source.issn	0168-1699, 1872-7107
best_oa_location.source.type	journal
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l	0168-1699
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	Computers and Electronics in Agriculture
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.source.host_organization_lineage_names	Elsevier BV
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	Computers and Electronics in Agriculture
best_oa_location.landing_page_url	https://doi.org/10.1016/j.compag.2025.110317
primary_location.id	doi:10.1016/j.compag.2025.110317
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S116775814
primary_location.source.issn	0168-1699, 1872-7107
primary_location.source.type	journal
primary_location.source.is_oa	False
primary_location.source.issn_l	0168-1699
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	Computers and Electronics in Agriculture
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.source.host_organization_lineage_names	Elsevier BV
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	Computers and Electronics in Agriculture
primary_location.landing_page_url	https://doi.org/10.1016/j.compag.2025.110317
publication_date	2025-03-23
publication_year	2025
referenced_works	https://openalex.org/W6848801911, https://openalex.org/W4387633633, https://openalex.org/W4399603461, https://openalex.org/W3021312762, https://openalex.org/W6866428909, https://openalex.org/W2102636708, https://openalex.org/W1986643462, https://openalex.org/W2028374950, https://openalex.org/W2890581772, https://openalex.org/W2901139719, https://openalex.org/W2148480958, https://openalex.org/W2133618318, https://openalex.org/W6885082521, https://openalex.org/W4366384357, https://openalex.org/W4286220116, https://openalex.org/W2124738823, https://openalex.org/W6787162623, https://openalex.org/W3216743482, https://openalex.org/W4400150488, https://openalex.org/W2067801262, https://openalex.org/W1971076873, https://openalex.org/W2054570605, https://openalex.org/W4306407450, https://openalex.org/W2897722020, https://openalex.org/W4380142962, https://openalex.org/W4393332810, https://openalex.org/W2605290848, https://openalex.org/W6770661534, https://openalex.org/W6848366558, https://openalex.org/W4396885164, https://openalex.org/W3216535899, https://openalex.org/W4293279687, https://openalex.org/W3106583177, https://openalex.org/W4206129568, https://openalex.org/W2084744129, https://openalex.org/W4224127181, https://openalex.org/W1996981277, https://openalex.org/W4386981095, https://openalex.org/W4362561263, https://openalex.org/W2000613913, https://openalex.org/W2725897987, https://openalex.org/W1970687962, https://openalex.org/W1986085484, https://openalex.org/W4200408046, https://openalex.org/W2060249712, https://openalex.org/W2946127862, https://openalex.org/W6859900953, https://openalex.org/W2588003345, https://openalex.org/W2078445874, https://openalex.org/W2114688124, https://openalex.org/W2552983513, https://openalex.org/W1986703784, https://openalex.org/W2038698475, https://openalex.org/W2158883105, https://openalex.org/W4400938766, https://openalex.org/W2508057444, https://openalex.org/W4200015331, https://openalex.org/W6780505187, https://openalex.org/W3194286860, https://openalex.org/W4308347890, https://openalex.org/W4288680208, https://openalex.org/W4386626100, https://openalex.org/W4402029870, https://openalex.org/W4392153728, https://openalex.org/W6756069024, https://openalex.org/W6862432076, https://openalex.org/W2140983657, https://openalex.org/W4377030725, https://openalex.org/W1125121475, https://openalex.org/W4403930771, https://openalex.org/W2079976398, https://openalex.org/W4395674596, https://openalex.org/W4406843372, https://openalex.org/W2153328324, https://openalex.org/W4210489908, https://openalex.org/W4396566448, https://openalex.org/W2026670417, https://openalex.org/W3207058079, https://openalex.org/W4212941620, https://openalex.org/W4387207587, https://openalex.org/W6675354045, https://openalex.org/W2582743722, https://openalex.org/W4403158299, https://openalex.org/W6688605329, https://openalex.org/W4237938708, https://openalex.org/W2160272317, https://openalex.org/W4310015338, https://openalex.org/W2792526438, https://openalex.org/W1875061881, https://openalex.org/W2913213891, https://openalex.org/W4223520639, https://openalex.org/W1482169188, https://openalex.org/W3079760979, https://openalex.org/W4281794812, https://openalex.org/W1980221278, https://openalex.org/W3082941351, https://openalex.org/W4211033424, https://openalex.org/W3175069846, https://openalex.org/W4406629255, https://openalex.org/W4391508342, https://openalex.org/W2144955797, https://openalex.org/W4256100442, https://openalex.org/W2909928615, https://openalex.org/W1224541729, https://openalex.org/W2897309605, https://openalex.org/W4389431475, https://openalex.org/W2101234009, https://openalex.org/W4392313338, https://openalex.org/W4313468485, https://openalex.org/W2994935563, https://openalex.org/W620001560
referenced_works_count	111
abstract_inverted_index
cited_by_percentile_year.max	99
cited_by_percentile_year.min	98
countries_distinct_count	0
institutions_distinct_count	9
citation_normalized_percentile.value	0.99839036
citation_normalized_percentile.is_in_top_1_percent	True
citation_normalized_percentile.is_in_top_10_percent	True