Overcoming Mechanistic Limitations of Process-Based Phenological Models: A Data Clustering Method for Large-Scale Applications Article Swipe

View

Jiaojiao Tan , Gang Zhao , Qi Tian , Lei Zheng , Xiaofeng Kang , Qinsi He , Yu Shi , Bin Chen , Dingrong Wu , Ning Yao , Liang He , Amit Kumar Srivastava , Yi Li , Jianqiang He , Hao Feng , Qiang Yu ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.2139/ssrn.4685786

Related Topics

Artificial Intelligence

Geography

Cartography

Concepts

Cluster analysis Scale (ratio) Computer science Process (computing) Data mining Data science Artificial intelligence Geography Cartography Operating system

Metadata

Type: preprint
Language: en
Landing Page: https://doi.org/10.2139/ssrn.4685786
OA Status: green
Cited By: 1
References: 81
Related Works: 10
OpenAlex ID: https://openalex.org/W4390636111

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4390636111

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.2139/ssrn.4685786

Digital Object Identifier
Title: Overcoming Mechanistic Limitations of Process-Based Phenological Models: A Data Clustering Method for Large-Scale Applications

Work title
Type: preprint

OpenAlex work type
Language: en

Primary language
Publication year: 2024

Year of publication
Publication date: 2024-01-01

Full publication date if available
Authors: Jiaojiao Tan, Gang Zhao, Qi Tian, Lei Zheng, Xiaofeng Kang, Qinsi He, Yu Shi, Bin Chen, Dingrong Wu, Ning Yao, Liang He, Amit Kumar Srivastava, Yi Li, Jianqiang He, Hao Feng, Qiang Yu

List of authors in order
Landing page: https://doi.org/10.2139/ssrn.4685786

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://doi.org/10.2139/ssrn.4685786

Direct OA link when available
Concepts: Cluster analysis, Scale (ratio), Computer science, Process (computing), Data mining, Data science, Artificial intelligence, Geography, Cartography, Operating system

Top concepts (fields/topics) attached by OpenAlex
Cited by: 1

Total citation count in OpenAlex
Citations by year (recent): 2025: 1

Per-year citation counts (last 5 years)
References (count): 81

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

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4390636111
doi	https://doi.org/10.2139/ssrn.4685786
ids.doi	https://doi.org/10.2139/ssrn.4685786
ids.openalex	https://openalex.org/W4390636111
fwci	0.8795657
type	preprint
title	Overcoming Mechanistic Limitations of Process-Based Phenological Models: A Data Clustering Method for Large-Scale Applications
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
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	0.994700014591217
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/T12093
topics[1].field.id	https://openalex.org/fields/11
topics[1].field.display_name	Agricultural and Biological Sciences
topics[1].score	0.9927999973297119
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/T14365
topics[2].field.id	https://openalex.org/fields/11
topics[2].field.display_name	Agricultural and Biological Sciences
topics[2].score	0.9753999710083008
topics[2].domain.id	https://openalex.org/domains/1
topics[2].domain.display_name	Life Sciences
topics[2].subfield.id	https://openalex.org/subfields/1110
topics[2].subfield.display_name	Plant Science
topics[2].display_name	Leaf Properties and Growth Measurement
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C73555534
concepts[0].level	2
concepts[0].score	0.6570125222206116
concepts[0].wikidata	https://www.wikidata.org/wiki/Q622825
concepts[0].display_name	Cluster analysis
concepts[1].id	https://openalex.org/C2778755073
concepts[1].level	2
concepts[1].score	0.6261654496192932
concepts[1].wikidata	https://www.wikidata.org/wiki/Q10858537
concepts[1].display_name	Scale (ratio)
concepts[2].id	https://openalex.org/C41008148
concepts[2].level	0
concepts[2].score	0.6194708347320557
concepts[2].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[2].display_name	Computer science
concepts[3].id	https://openalex.org/C98045186
concepts[3].level	2
concepts[3].score	0.6099535226821899
concepts[3].wikidata	https://www.wikidata.org/wiki/Q205663
concepts[3].display_name	Process (computing)
concepts[4].id	https://openalex.org/C124101348
concepts[4].level	1
concepts[4].score	0.501659631729126
concepts[4].wikidata	https://www.wikidata.org/wiki/Q172491
concepts[4].display_name	Data mining
concepts[5].id	https://openalex.org/C2522767166
concepts[5].level	1
concepts[5].score	0.33554771542549133
concepts[5].wikidata	https://www.wikidata.org/wiki/Q2374463
concepts[5].display_name	Data science
concepts[6].id	https://openalex.org/C154945302
concepts[6].level	1
concepts[6].score	0.25860071182250977
concepts[6].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[6].display_name	Artificial intelligence
concepts[7].id	https://openalex.org/C205649164
concepts[7].level	0
concepts[7].score	0.12516573071479797
concepts[7].wikidata	https://www.wikidata.org/wiki/Q1071
concepts[7].display_name	Geography
concepts[8].id	https://openalex.org/C58640448
concepts[8].level	1
concepts[8].score	0.07937422394752502
concepts[8].wikidata	https://www.wikidata.org/wiki/Q42515
concepts[8].display_name	Cartography
concepts[9].id	https://openalex.org/C111919701
concepts[9].level	1
concepts[9].score	0.0
concepts[9].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[9].display_name	Operating system
keywords[0].id	https://openalex.org/keywords/cluster-analysis
keywords[0].score	0.6570125222206116
keywords[0].display_name	Cluster analysis
keywords[1].id	https://openalex.org/keywords/scale
keywords[1].score	0.6261654496192932
keywords[1].display_name	Scale (ratio)
keywords[2].id	https://openalex.org/keywords/computer-science
keywords[2].score	0.6194708347320557
keywords[2].display_name	Computer science
keywords[3].id	https://openalex.org/keywords/process
keywords[3].score	0.6099535226821899
keywords[3].display_name	Process (computing)
keywords[4].id	https://openalex.org/keywords/data-mining
keywords[4].score	0.501659631729126
keywords[4].display_name	Data mining
keywords[5].id	https://openalex.org/keywords/data-science
keywords[5].score	0.33554771542549133
keywords[5].display_name	Data science
keywords[6].id	https://openalex.org/keywords/artificial-intelligence
keywords[6].score	0.25860071182250977
keywords[6].display_name	Artificial intelligence
keywords[7].id	https://openalex.org/keywords/geography
keywords[7].score	0.12516573071479797
keywords[7].display_name	Geography
keywords[8].id	https://openalex.org/keywords/cartography
keywords[8].score	0.07937422394752502
keywords[8].display_name	Cartography
language	en
locations[0].id	doi:10.2139/ssrn.4685786
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4210172589
locations[0].source.issn	1556-5068
locations[0].source.type	repository
locations[0].source.is_oa	True
locations[0].source.issn_l	1556-5068
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	SSRN Electronic Journal
locations[0].source.host_organization	https://openalex.org/I1318003438
locations[0].source.host_organization_name	RELX Group (Netherlands)
locations[0].source.host_organization_lineage	https://openalex.org/I1318003438
locations[0].license
locations[0].pdf_url
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.2139/ssrn.4685786
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5102601705
authorships[0].author.orcid	https://orcid.org/0009-0003-9174-7192
authorships[0].author.display_name	Jiaojiao Tan
authorships[0].author_position	first
authorships[0].raw_author_name	Tan, Jiaojiao
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5072991521
authorships[1].author.orcid	https://orcid.org/0000-0002-0278-502X
authorships[1].author.display_name	Gang Zhao
authorships[1].author_position	middle
authorships[1].raw_author_name	Zhao, Gang
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5101453401
authorships[2].author.orcid	https://orcid.org/0000-0001-8897-1714
authorships[2].author.display_name	Qi Tian
authorships[2].author_position	middle
authorships[2].raw_author_name	Tian, Qi
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5113979531
authorships[3].author.orcid
authorships[3].author.display_name	Lei Zheng
authorships[3].author_position	middle
authorships[3].raw_author_name	Zheng, Lei
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5081582635
authorships[4].author.orcid	https://orcid.org/0000-0002-2724-326X
authorships[4].author.display_name	Xiaofeng Kang
authorships[4].author_position	middle
authorships[4].raw_author_name	Kang, Xiaofeng
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5039597938
authorships[5].author.orcid	https://orcid.org/0000-0001-9585-3716
authorships[5].author.display_name	Qinsi He
authorships[5].author_position	middle
authorships[5].raw_author_name	He, Qinsi
authorships[5].is_corresponding	False
authorships[6].author.id	https://openalex.org/A5102262020
authorships[6].author.orcid	https://orcid.org/0009-0009-5990-0381
authorships[6].author.display_name	Yu Shi
authorships[6].author_position	middle
authorships[6].raw_author_name	Shi, Yu
authorships[6].is_corresponding	False
authorships[7].author.id	https://openalex.org/A5062162682
authorships[7].author.orcid	https://orcid.org/0000-0002-4186-8514
authorships[7].author.display_name	Bin Chen
authorships[7].author_position	middle
authorships[7].raw_author_name	Chen, Bin
authorships[7].is_corresponding	False
authorships[8].author.id	https://openalex.org/A5036845197
authorships[8].author.orcid	https://orcid.org/0000-0002-1400-9108
authorships[8].author.display_name	Dingrong Wu
authorships[8].author_position	middle
authorships[8].raw_author_name	Wu, Dingrong
authorships[8].is_corresponding	False
authorships[9].author.id	https://openalex.org/A5077909893
authorships[9].author.orcid	https://orcid.org/0000-0002-5863-401X
authorships[9].author.display_name	Ning Yao
authorships[9].author_position	middle
authorships[9].raw_author_name	Yao, Ning
authorships[9].is_corresponding	False
authorships[10].author.id	https://openalex.org/A5049944728
authorships[10].author.orcid	https://orcid.org/0000-0003-4076-7479
authorships[10].author.display_name	Liang He
authorships[10].author_position	middle
authorships[10].raw_author_name	He, Liang
authorships[10].is_corresponding	False
authorships[11].author.id	https://openalex.org/A5082386818
authorships[11].author.orcid	https://orcid.org/0000-0001-8219-4854
authorships[11].author.display_name	Amit Kumar Srivastava
authorships[11].author_position	middle
authorships[11].raw_author_name	Srivastava, Amit K.
authorships[11].is_corresponding	False
authorships[12].author.id	https://openalex.org/A5100421533
authorships[12].author.orcid	https://orcid.org/0009-0007-3125-7529
authorships[12].author.display_name	Yi Li
authorships[12].author_position	middle
authorships[12].raw_author_name	Li, Yi
authorships[12].is_corresponding	False
authorships[13].author.id	https://openalex.org/A5103033656
authorships[13].author.orcid	https://orcid.org/0000-0002-2094-555X
authorships[13].author.display_name	Jianqiang He
authorships[13].author_position	middle
authorships[13].raw_author_name	He, Jianqiang
authorships[13].is_corresponding	False
authorships[14].author.id	https://openalex.org/A5060971312
authorships[14].author.orcid	https://orcid.org/0000-0003-2243-9949
authorships[14].author.display_name	Hao Feng
authorships[14].author_position	middle
authorships[14].raw_author_name	Feng, Hao
authorships[14].is_corresponding	False
authorships[15].author.id	https://openalex.org/A5100671354
authorships[15].author.orcid	https://orcid.org/0000-0001-6950-1821
authorships[15].author.display_name	Qiang Yu
authorships[15].author_position	last
authorships[15].raw_author_name	Yu, Qiang
authorships[15].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/10.2139/ssrn.4685786
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Overcoming Mechanistic Limitations of Process-Based Phenological Models: A Data Clustering Method for Large-Scale Applications
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	0.994700014591217
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/W2804364458, https://openalex.org/W4298130764, https://openalex.org/W2132641928, https://openalex.org/W4310225030, https://openalex.org/W2090259340, https://openalex.org/W2393816671, https://openalex.org/W2158836806, https://openalex.org/W2083665254, https://openalex.org/W1926736923, https://openalex.org/W2942177010
cited_by_count	1
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	1
locations_count	1
best_oa_location.id	doi:10.2139/ssrn.4685786
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4210172589
best_oa_location.source.issn	1556-5068
best_oa_location.source.type	repository
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	1556-5068
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	SSRN Electronic Journal
best_oa_location.source.host_organization	https://openalex.org/I1318003438
best_oa_location.source.host_organization_name	RELX Group (Netherlands)
best_oa_location.source.host_organization_lineage	https://openalex.org/I1318003438
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.2139/ssrn.4685786
primary_location.id	doi:10.2139/ssrn.4685786
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4210172589
primary_location.source.issn	1556-5068
primary_location.source.type	repository
primary_location.source.is_oa	True
primary_location.source.issn_l	1556-5068
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	SSRN Electronic Journal
primary_location.source.host_organization	https://openalex.org/I1318003438
primary_location.source.host_organization_name	RELX Group (Netherlands)
primary_location.source.host_organization_lineage	https://openalex.org/I1318003438
primary_location.license
primary_location.pdf_url
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.2139/ssrn.4685786
publication_date	2024-01-01
publication_year	2024
referenced_works	https://openalex.org/W2893789453, https://openalex.org/W1968133892, https://openalex.org/W2072282874, https://openalex.org/W2231653765, https://openalex.org/W2074251638, https://openalex.org/W2318720120, https://openalex.org/W2092749931, https://openalex.org/W2325434008, https://openalex.org/W2152092242, https://openalex.org/W2064863346, https://openalex.org/W4285146250, https://openalex.org/W3010694930, https://openalex.org/W4368362941, https://openalex.org/W2598771402, https://openalex.org/W1985455767, https://openalex.org/W1880334330, https://openalex.org/W4280543398, https://openalex.org/W2140149855, https://openalex.org/W2132413697, https://openalex.org/W2770624900, https://openalex.org/W2470714545, https://openalex.org/W2056191667, https://openalex.org/W2158883105, https://openalex.org/W2036123899, https://openalex.org/W2908319623, https://openalex.org/W2130201759, https://openalex.org/W4233280801, https://openalex.org/W2004987330, https://openalex.org/W2111046117, https://openalex.org/W2990496880, https://openalex.org/W2011070567, https://openalex.org/W3036855490, https://openalex.org/W1970004911, https://openalex.org/W1587808366, https://openalex.org/W2083303488, https://openalex.org/W4212941620, https://openalex.org/W1999471795, https://openalex.org/W2107592593, https://openalex.org/W3040974142, https://openalex.org/W2301696602, https://openalex.org/W2780422724, https://openalex.org/W2540167427, https://openalex.org/W4312902657, https://openalex.org/W2087524173, https://openalex.org/W2077067436, https://openalex.org/W27497771, https://openalex.org/W2083745674, https://openalex.org/W2119807788, https://openalex.org/W1979653081, https://openalex.org/W2145736026, https://openalex.org/W2094397782, https://openalex.org/W2735429147, https://openalex.org/W2001448697, https://openalex.org/W2654605967, https://openalex.org/W1181411426, https://openalex.org/W1491028034, https://openalex.org/W1983349075, https://openalex.org/W2015377894, https://openalex.org/W2975308534, https://openalex.org/W2903174016, https://openalex.org/W2606197926, https://openalex.org/W2134880790, https://openalex.org/W7071253580, https://openalex.org/W1995802736, https://openalex.org/W2134598800, https://openalex.org/W2097782935, https://openalex.org/W2416552343, https://openalex.org/W1972049847, https://openalex.org/W2278731849, https://openalex.org/W2096568401, https://openalex.org/W4386941020, https://openalex.org/W2314366426, https://openalex.org/W4220748207, https://openalex.org/W2380214275, https://openalex.org/W2474949753, https://openalex.org/W3004377517, https://openalex.org/W225354606, https://openalex.org/W2355111754, https://openalex.org/W1486253485, https://openalex.org/W4313705910, https://openalex.org/W4323321506
referenced_works_count	81
abstract_inverted_index
cited_by_percentile_year.max	95
cited_by_percentile_year.min	91
countries_distinct_count	0
institutions_distinct_count	16
sustainable_development_goals[0].id	https://metadata.un.org/sdg/2
sustainable_development_goals[0].score	0.44999998807907104
sustainable_development_goals[0].display_name	Zero hunger
citation_normalized_percentile.value	0.6679486
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False