Integrating approaches and methodologies into phenological research in Neotropical dry forests: a systematic review

Phenological shifts are increasingly recognized as tangible indicators of plant responses to climate change. Tropical dry forests (TDFs), in particular, are key ecosystems for unraveling the mechanisms driving phenological dynamics, given their crucial role in biodiversity conservation and carbon ba...

Full description

Saved in:
Bibliographic Details
Published inEnvironmental research letters Vol. 20; no. 8; pp. 83002 - 83014
Main Authors Pereira Dos Santos, Maria Maraíza, Morellato, Leonor Patrícia Cerdeira, Freire da Silva, Thieres George, Jardim, Alexandre Maniçoba da Rosa Ferraz, de Souza, Carlos André Alves, Dos Santos, Wilma Roberta, Bastos de Souza, Luciana Sandra
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.08.2025
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Phenological shifts are increasingly recognized as tangible indicators of plant responses to climate change. Tropical dry forests (TDFs), in particular, are key ecosystems for unraveling the mechanisms driving phenological dynamics, given their crucial role in biodiversity conservation and carbon balance. Although phenological research has advanced rapidly in recent decades in tandem with new methodological innovations, TDFs remain underrepresented. Consequently, the extent to which recent approaches have improved our understanding of leaf changes is still poorly understood. Here, we conducted a comprehensive literature review of phenology in seasonally dry tropical forests (SDTFs) in the Neotropics using Web of Science and Scopus databases up to December 2024. We aimed to synthesize methodological advances, environmental drivers, and functional traits related to phenology, providing insights about mechanisms underlying phenological shifts in Neotropical SDTFs. We documented a significant expansion in phenology research in Neotropical SDTFs over the last decade, with a concentration of studies in South America, particularly Brazil, followed by Central America. Despite these advances, long-term studies remain scarce, limiting our ability to detect interannual variability and long-term trends. The integration of high-resolution monitoring tools, such as phenocameras, has enhanced data collection across spatial and temporal scales, improving our ability to track phenological changes. Furthermore, plant functional traits such as wood density and leaf characteristics associated with deciduousness are key for understanding drought adaptation strategies in dry forests. Given the strong dependence of SDTFs phenological patterns on climate variability, predictive models that incorporate phenological observations, plant functional traits, and climate data will be further crucial for refining our understanding of adaptive mechanisms and improving forecasts of vegetation responses in dry forests. By highlighting research gaps and future directions, this synthesis provides a foundation to improve conservation efforts and climate resilience assessments in seasonally dry tropical ecosystems.
AbstractList Phenological shifts are increasingly recognized as tangible indicators of plant responses to climate change. Tropical dry forests (TDFs), in particular, are key ecosystems for unraveling the mechanisms driving phenological dynamics, given their crucial role in biodiversity conservation and carbon balance. Although phenological research has advanced rapidly in recent decades in tandem with new methodological innovations, TDFs remain underrepresented. Consequently, the extent to which recent approaches have improved our understanding of leaf changes is still poorly understood. Here, we conducted a comprehensive literature review of phenology in seasonally dry tropical forests (SDTFs) in the Neotropics using Web of Science and Scopus databases up to December 2024. We aimed to synthesize methodological advances, environmental drivers, and functional traits related to phenology, providing insights about mechanisms underlying phenological shifts in Neotropical SDTFs. We documented a significant expansion in phenology research in Neotropical SDTFs over the last decade, with a concentration of studies in South America, particularly Brazil, followed by Central America. Despite these advances, long-term studies remain scarce, limiting our ability to detect interannual variability and long-term trends. The integration of high-resolution monitoring tools, such as phenocameras, has enhanced data collection across spatial and temporal scales, improving our ability to track phenological changes. Furthermore, plant functional traits such as wood density and leaf characteristics associated with deciduousness are key for understanding drought adaptation strategies in dry forests. Given the strong dependence of SDTFs phenological patterns on climate variability, predictive models that incorporate phenological observations, plant functional traits, and climate data will be further crucial for refining our understanding of adaptive mechanisms and improving forecasts of vegetation responses in dry forests. By highlighting research gaps and future directions, this synthesis provides a foundation to improve conservation efforts and climate resilience assessments in seasonally dry tropical ecosystems.
Author Morellato, Leonor Patrícia Cerdeira
Pereira Dos Santos, Maria Maraíza
Dos Santos, Wilma Roberta
Freire da Silva, Thieres George
Jardim, Alexandre Maniçoba da Rosa Ferraz
de Souza, Carlos André Alves
Bastos de Souza, Luciana Sandra
Author_xml – sequence: 1
  givenname: Maria Maraíza
  orcidid: 0000-0001-8139-0888
  surname: Pereira Dos Santos
  fullname: Pereira Dos Santos, Maria Maraíza
  organization: Academic Unit of Serra Talhada , Federal Rural University of Pernambuco, Serra Talhada, Pernambuco, Brazil
– sequence: 2
  givenname: Leonor Patrícia Cerdeira
  orcidid: 0000-0001-5265-8988
  surname: Morellato
  fullname: Morellato, Leonor Patrícia Cerdeira
  organization: Phenology Lab Center for Research on Biodiversity Dynamics and Climate Change and Department of Biodiversity, São Paulo State University (UNESP), Biosciences Institute, Rio Claro, São Paulo, Brazil
– sequence: 3
  givenname: Thieres George
  orcidid: 0000-0002-8355-4935
  surname: Freire da Silva
  fullname: Freire da Silva, Thieres George
  organization: Academic Unit of Serra Talhada , Federal Rural University of Pernambuco, Serra Talhada, Pernambuco, Brazil
– sequence: 4
  givenname: Alexandre Maniçoba da Rosa Ferraz
  orcidid: 0000-0001-7094-3635
  surname: Jardim
  fullname: Jardim, Alexandre Maniçoba da Rosa Ferraz
  organization: Phenology Lab Center for Research on Biodiversity Dynamics and Climate Change and Department of Biodiversity, São Paulo State University (UNESP), Biosciences Institute, Rio Claro, São Paulo, Brazil
– sequence: 5
  givenname: Carlos André Alves
  orcidid: 0000-0003-1946-0421
  surname: de Souza
  fullname: de Souza, Carlos André Alves
  organization: Academic Unit of Serra Talhada , Federal Rural University of Pernambuco, Serra Talhada, Pernambuco, Brazil
– sequence: 6
  givenname: Wilma Roberta
  surname: Dos Santos
  fullname: Dos Santos, Wilma Roberta
  organization: Academic Unit of Serra Talhada , Federal Rural University of Pernambuco, Serra Talhada, Pernambuco, Brazil
– sequence: 7
  givenname: Luciana Sandra
  orcidid: 0000-0001-8870-0295
  surname: Bastos de Souza
  fullname: Bastos de Souza, Luciana Sandra
  organization: Academic Unit of Serra Talhada , Federal Rural University of Pernambuco, Serra Talhada, Pernambuco, Brazil
BookMark eNp1UU1PGzEQtSqQykfvPVrqlYA_197eKsRHJEQv7dma2ONko2S9tRdQ_j1OFlEunMZ6896bGb9TctSnHgn5ztklZ9ZecaPsrJWiuYKALYov5OQdOvrw_kpOS1kzppU29oSUeT_iMsPY9UsKw5AT-BUWCn2gWxxXKaRNWnYV6fox0WGF_QHwsKEZC0L2q9qij5jGnIYDHvKOxlS7Y_lJgZZdGXFbJ_iqeO7w5ZwcR9gU_PZWz8jf25s_1_ezh9938-tfDzMvDR9nRgNCI0QbNLAQI0fPuJAt2CBVIznnxmhhLBoVFtrzhQrgbS1cKtYsUJ6R-eQbEqzdkLst5J1L0LkDkPLSQa5rbdB5HaVuW-V9tCpGWICK2ARlUCsbIlSvH5NX_aF_T_U0t05Pua_rOykkFw1XQlQWm1g-p1IyxvepnLl9TG6fg9vn4KaYquRiknRp-O_5Kf0VvnmYhQ
CODEN ERLNAL
Cites_doi 10.1016/j.scitotenv.2020.141177
10.1088/1748-9326/aaacbc
10.5281/zenodo.15660935)
10.1111/1365-2745.12701
10.1016/j.foreco.2017.11.037
10.1073/pnas.1011841108
10.1016/j.pecon.2017.06.004
10.1590/S0100-67622012000300003
10.1111/j.1744-7429.2006.00249.x
10.1007/978-90-481-3335-2_9
10.3390/rs14112637
10.1111/nph.14855
10.1016/j.rse.2024.114027
10.1007/s00468-012-0735-2
10.1007/978-3-319-68339-3_1
10.1007/978-981-10-7260-4
10.3390/rs11192316
10.1111/jbi.12529
10.1371/journal.pone.0011325
10.5902/1980509833387
10.1007/978-3-031-75027-4_1)
10.1139/er-2012-0036
10.3390/f10050443
10.1038/nature06937
10.1016/j.jsames.2023.104330
10.1136/bmj.n160
10.1590/01047760202228013098
10.1016/J.JARIDENV.2021.104594
10.1007/s11273-015-9416-4
10.1177/0309133315578940
10.1016/j.tree.2017.03.015
10.1007/s40415-017-0368-1
10.1007/s00468-007-0200-9
10.1007/s11676-020-01145-3
10.1111/1440-1703.1131
10.1046/j.0950-091x.2001.00153.x-i1
10.3390/f12050574
10.1007/s00114-020-01711-z
10.1002/fee.1222
10.1016/j.ecoinf.2013.06.011
10.1590/2179-8087-FLORAM-2020-0035
10.1590/S0100-67622009000300011
10.1590/2175-7860202172130
10.1590/S0102-33062004000100009
10.1002/ecs2.3824
10.1016/j.rse.2022.113429
10.3732/ajb.1500237
10.1017/S0266467409990563
10.1126/science.aaf5080
10.1016/j.tree.2021.10.004
10.1016/j.tree.2007.04.003
10.1017/S0266467419000324
10.1046/j.1365-2699.2000.00397.x
10.1007/978-94-007-0632-3
10.1146/annurev.es.17.110186.000435
10.1016/j.jenvman.2024.121959
10.1016/j.gloplacha.2016.12.001
10.1002/ecs2.1436
10.1093/treephys/21.4.213
10.1590/01047760201824012487
10.1016/j.ecoinf.2013.12.011
10.2307/1937467
10.1002/wcc.764
10.1007/s00484-023-02502-7
10.1007/978-3-031-75027-4_6
10.1016/j.ecoinf.2016.05.004
10.1038/416389a
10.1016/j.chnaes.2011.04.003
10.1016/j.rse.2019.111511
10.1146/annurev-ecolsys-110218-025005
10.3389/fpls.2018.00945
10.13140/2.1.3518.1766
10.1016/J.FLORA.2022.152009
10.17533/udea.acbi.v37n103a01
10.1007/s10661-023-12190-w
10.1016/j.flora.2022.152090
10.1371/journal.pone.0252063
10.5822/978-1-61091-021-7_1
10.3389/fenvs.2023.1275844
10.3390/rs11192267
10.1016/j.biocon.2009.09.020
10.1007/978-90-481-3335-2
10.1007/s00442-020-04760-3
10.1007/978-94-007-6925-0_6
10.3390/RS13010075
10.3389/fenvs.2023.1223219
10.1007/s11104-009-0142-7
10.1007/s11258-022-01264-3
10.1007/s00468-024-02508-7
10.1111/nph.19088
10.1111/btp.12558
10.3389/fpls.2022.805738
10.1016/j.biocon.2015.12.033
10.1111/btp.13072
10.1111/1365-2745.14047
10.1093/treephys/tpt028
10.3389/ffgc.2022.930099
10.1016/j.jaridenv.2010.05.009
10.1038/s43017-019-0001-x
10.1007/s11676-013-0366-5
10.1111/1365-2745.13266
10.1007/s00468-004-0405-0
10.1007/s00468-024-02506-9
10.1186/1746-4269-9-10
10.5902/1980509837279
10.3390/rs14163955
10.1201/b15417-18
10.1016/j.patrec.2015.11.028
10.1111/plb.13674
10.1088/1748-9326/aa838c
10.1111/j.1744-7429.1997.tb00006.x
10.1016/j.wace.2013.12.001
10.1016/j.rsase.2024.101298
10.1016/j.agrformet.2024.110133
10.1111/gcb.14619
10.1002/eco.1533
10.3390/rs9101071
10.1093/sysbio/syaf010
10.1590/0001-3765201720170209
10.15517/rbt.v54i3.14074
10.1111/aec.12165
ContentType Journal Article
Copyright 2025 The Author(s). Published by IOP Publishing Ltd
2025 The Author(s). Published by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2025 The Author(s). Published by IOP Publishing Ltd
– notice: 2025 The Author(s). Published by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID O3W
TSCCA
AAYXX
CITATION
8FE
8FG
ABJCF
ABUWG
AEUYN
AFKRA
ATCPS
AZQEC
BENPR
BGLVJ
BHPHI
CCPQU
DWQXO
GNUQQ
HCIFZ
L6V
M7S
PATMY
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
PYCSY
DOA
DOI 10.1088/1748-9326/ade9e2
DatabaseName Institute of Physics Open Access Journal Titles
IOPscience (Open Access)
CrossRef
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
Natural Science Collection
ProQuest One
ProQuest Central Korea
ProQuest Central Student
SciTech Premium Collection
ProQuest Engineering Collection
Engineering Database
Environmental Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
Environmental Science Collection
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Engineering Collection
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
ProQuest Central (New)
Engineering Collection
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
Environmental Science Collection
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Environmental Science Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef

Publicly Available Content Database
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: O3W
  name: Institute of Physics Open Access Journal Titles
  url: http://iopscience.iop.org/
  sourceTypes: Publisher
– sequence: 3
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Environmental Sciences
EISSN 1748-9326
ExternalDocumentID oai_doaj_org_article_c5f35994ccf84ffaba4fe6d47e548dfa
10_1088_1748_9326_ade9e2
erlade9e2
GrantInformation_xml – fundername: Fundação de Amparo à Pesquisa do Estado de São Paulo
  grantid: 2021/10639-5; 2022/02323-0; 2022/07735-5; 2023/05323-4; 2024/06113-6
  funderid: http://dx.doi.org/10.13039/501100001807
– fundername: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
  grantid: 88887.817587/2023-00
  funderid: http://dx.doi.org/10.13039/501100002322
– fundername: Conselho Nacional de Desenvolvimento Científico e Tecnológico
  grantid: 309421/2018-7; 309558/2021-2; 368402622/2021-9; 421003/2018-9
  funderid: http://dx.doi.org/10.13039/501100003593
– fundername: Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco
  grantid: APQ-1159- 1.07/14; IBPG Scholarship-0140-5.01/20
  funderid: http://dx.doi.org/10.13039/501100006162
GroupedDBID 1JI
29G
2WC
5B3
5GY
5PX
5VS
7.Q
AAFWJ
AAHBH
AAJKP
ABHWH
ABJCF
ACAFW
ACGFO
ACHIP
ADBBV
AEFHF
AEJGL
AENEX
AEUYN
AFKRA
AFPKN
AFYNE
AIYBF
AKPSB
ALMA_UNASSIGNED_HOLDINGS
ASPBG
ATCPS
ATQHT
AVWKF
AZFZN
BCNDV
BENPR
BGLVJ
BHPHI
CBCFC
CCPQU
CEBXE
CJUJL
CRLBU
CS3
DU5
E3Z
EBS
EDWGO
EQZZN
GROUPED_DOAJ
GX1
HCIFZ
HH5
IJHAN
IOP
IZVLO
KQ8
LAP
M7S
M~E
N5L
N9A
O3W
OK1
OVT
P2P
PATMY
PHGZM
PHGZT
PIMPY
PJBAE
PQGLB
PTHSS
PYCSY
RIN
RNS
RO9
SY9
T37
TR2
TSCCA
W28
~02
AAYXX
CITATION
8FE
8FG
ABUWG
AEINN
AZQEC
DWQXO
GNUQQ
L6V
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
PUEGO
ID FETCH-LOGICAL-c371t-75aea6229d5a0dff1ec01239a8d3463111775278e74db5c1b4dac81b413406be3
IEDL.DBID O3W
ISSN 1748-9326
IngestDate Wed Aug 27 01:29:08 EDT 2025
Sun Jul 27 15:00:14 EDT 2025
Thu Jul 24 01:45:26 EDT 2025
Tue Jul 22 22:45:06 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
License Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c371t-75aea6229d5a0dff1ec01239a8d3463111775278e74db5c1b4dac81b413406be3
Notes ERL-121246.R2
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-1946-0421
0000-0001-8870-0295
0000-0001-7094-3635
0000-0001-5265-8988
0000-0002-8355-4935
0000-0001-8139-0888
OpenAccessLink https://iopscience.iop.org/article/10.1088/1748-9326/ade9e2
PQID 3231261422
PQPubID 4998671
PageCount 13
ParticipantIDs iop_journals_10_1088_1748_9326_ade9e2
doaj_primary_oai_doaj_org_article_c5f35994ccf84ffaba4fe6d47e548dfa
proquest_journals_3231261422
crossref_primary_10_1088_1748_9326_ade9e2
PublicationCentury 2000
PublicationDate 2025-08-01
PublicationDateYYYYMMDD 2025-08-01
PublicationDate_xml – month: 08
  year: 2025
  text: 2025-08-01
  day: 01
PublicationDecade 2020
PublicationPlace Bristol
PublicationPlace_xml – name: Bristol
PublicationTitle Environmental research letters
PublicationTitleAbbrev ERL
PublicationTitleAlternate Environ. Res. Lett
PublicationYear 2025
Publisher IOP Publishing
Publisher_xml – name: IOP Publishing
References Kushwaha (erlade9e2bib51) 2011; 31
Ramos (erlade9e2bib89) 2023; 11
Adole (erlade9e2bib2) 2016; 34
de Jesus (erlade9e2bib34) 2021; 32
Parente (erlade9e2bib79) 2012; 36
Fagundes (erlade9e2bib36) 2022; 5
Lopezaraiza-Mikel (erlade9e2bib57) 2013
Borchert (erlade9e2bib16) 1994; 75
Willis (erlade9e2bib120) 2017; 32
Worbes (erlade9e2bib121) 2013; 33
Silva (erlade9e2bib103) 2017
Brown (erlade9e2bib19) 2016; 14
Costa (erlade9e2bib26) 2022; 14
Katal (erlade9e2bib50) 2022; 13
Mas (erlade9e2bib60) 2021; 12
Davis (erlade9e2bib30) 2015; 102
Murphy (erlade9e2bib68) 1986; 17
Alberton (erlade9e2bib4) 2014; 19
Hassan (erlade9e2bib43) 2024; 196
Medeiros (erlade9e2bib61) 2024; 38
Alberton (erlade9e2bib6) 2017; 15
Piao (erlade9e2bib83) 2019a; 25
Chaves (erlade9e2bib24) 2006; 54
Souza (erlade9e2bib110) 2020; 194
Park (erlade9e2bib80) 2023; 111
Rankine (erlade9e2bib90) 2017; 12
de Freitas (erlade9e2bib33) 2024; 38
Silva (erlade9e2bib102) 2018; 24
Luna-Nieves (erlade9e2bib58) 2022; 54
Zhao (erlade9e2bib124) 2013; 21
Brito (erlade9e2bib18) 2022; 288
Ocón (erlade9e2bib73) 2021; 16
Oliveira (erlade9e2bib74) 2020; 747
Orellana (erlade9e2bib76) 2020; 28
Almeida (erlade9e2bib8) 2016; 81
Guzmán (erlade9e2bib42) 2019; 11
Song (erlade9e2bib109) 2024; 304
Vico (erlade9e2bib116) 2015; 8
Fournier (erlade9e2bib38) 1974; 24
Sheldon (erlade9e2bib101) 2019; 50
Zettlemoyer (erlade9e2bib123) 2022; 37
Stan (erlade9e2bib112) 2019; 10
Staggemeier (erlade9e2bib111) 2020; 108
Amorim (erlade9e2bib12) 2009; 33
Oliveira (erlade9e2bib75) 2015; 40
Morellato (erlade9e2bib64) 2016; 195
Sánchez-Azofeifa (erlade9e2bib95) 2005; 37
Alberton (erlade9e2bib7) 2019; 11
Costa (erlade9e2bib28) 2022; 28
Fitchett (erlade9e2bib37) 2015; 39
Banda (erlade9e2bib13) 2016; 353
Sloan (erlade9e2bib108) 2007; 39
Aguiar (erlade9e2bib3) 2024; 26
Schwartz (erlade9e2bib99) 2003; vol 39
Prado (erlade9e2bib86) 2003; vol 2
Cardenas-Henao (erlade9e2bib22) 2017; 37
Jin (erlade9e2bib49) 2024; 355
Schwartz (erlade9e2bib98) 2024
Borchert (erlade9e2bib17) 2001; 21
Silva (erlade9e2bib104) 2020; 107
Almeida (erlade9e2bib9) 2014; 23
Machado (erlade9e2bib59) 1997; 29
Piao (erlade9e2bib84) 2019b; 1
Jardim (erlade9e2bib48) 2023; 126
Bebber (erlade9e2bib14) 2010; 107
Butz (erlade9e2bib21) 2018; 9
Medeiros (erlade9e2bib62) 2022; 14
Hayden (erlade9e2bib44) 2010; 26
Alvalá (erlade9e2bib11) 2019; 91
Santos (erlade9e2bib97) 2024; 367
Villalobos (erlade9e2bib117) 2013
Gutiérrez-Soto (erlade9e2bib41) 2008; 22
Lima (erlade9e2bib54) 2021; 193
Morellato (erlade9e2bib66) 2013
Sánchez (erlade9e2bib93) 2020; 36
Silva Filho (erlade9e2bib105) 2020; 30
Morellato (erlade9e2bib65) 2024
Linares-Palomino (erlade9e2bib56) 2011
Zhu (erlade9e2bib125) 2023; 239
Santos (erlade9e2bib96) 2025
Lima (erlade9e2bib53) 2018; 28
Díaz (erlade9e2bib35) 2005; 19
Castro (erlade9e2bib23) 2018; 13
Page (erlade9e2bib77) 2021; 372
Sanchez-Azofeifa (erlade9e2bib94) 2024; 36
Lima (erlade9e2bib55) 2012; 26
Primack (erlade9e2bib87) 2023; 67
Browning (erlade9e2bib20) 2017; 9
Wang (erlade9e2bib119) 2023; 286
Singh (erlade9e2bib107) 2018
Abernethy (erlade9e2bib1) 2018; 50
Huang (erlade9e2bib45) 2021; 12
Guedes (erlade9e2bib39) 2025
Sakai (erlade9e2bib92) 2019; 34
Beurs (erlade9e2bib15) 2010
Lima (erlade9e2bib52) 2010; 74
Toby Pennington (erlade9e2bib114) 2000; 27
Neves (erlade9e2bib71) 2017; 40
da Silva e Teodoro (erlade9e2bib31) 2022; 223
Tang (erlade9e2bib113) 2016; 7
Silveira (erlade9e2bib106) 2013; 24
Costa (erlade9e2bib27) 2021; 72
Valdez-Hernández (erlade9e2bib115) 2010; 329
Walther (erlade9e2bib118) 2002; 416
Inouye (erlade9e2bib47) 2022; 13
Rosenzweig (erlade9e2bib91) 2008; 453
Almeida (erlade9e2bib10) 2015; 23
Alberton (erlade9e2bib5) 2023; 11
Zeng (erlade9e2bib122) 2019; 237
Mendoza (erlade9e2bib63) 2017; 148
Morellato (erlade9e2bib67) 2014; vol 16
Pau (erlade9e2bib82) 2010; 5
Rafferty (erlade9e2bib88) 2017; 105
Gutiérrez (erlade9e2bib40) 2014; 3
Neto (erlade9e2bib69) 2013; 9
Hudson (erlade9e2bib46) 2010
Cleland (erlade9e2bib25) 2007; 22
D’Eça-Neves (erlade9e2bib32) 2004; 18
Paloschi (erlade9e2bib78) 2021; 13
Parker (erlade9e2bib81) 2018; 426
Daru (erlade9e2bib29) 2018; 217
Portillo-Quintero (erlade9e2bib85) 2010; 143
Neves (erlade9e2bib70) 2015; 42
Neves (erlade9e2bib72) 2022; 292
Seneviratne (erlade9e2bib100) 2021
References_xml – volume: 747
  year: 2020
  ident: erlade9e2bib74
  article-title: The response of plant functional traits to aridity in a tropical dry forest
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2020.141177
– volume: 13
  year: 2018
  ident: erlade9e2bib23
  article-title: Effect of drought on productivity in a Costa Rican tropical dry forest
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/aaacbc
– year: 2025
  ident: erlade9e2bib96
  article-title: Phenological research in Neotropical seasonally dry forests: a systematic review dataset (1984–2024)
  publication-title: Zenodo
  doi: 10.5281/zenodo.15660935)
– volume: 105
  start-page: 627
  year: 2017
  ident: erlade9e2bib88
  article-title: A global test for phylogenetic signal in shifts in flowering time under climate change
  publication-title: J. Ecol.
  doi: 10.1111/1365-2745.12701
– volume: 426
  start-page: 39
  year: 2018
  ident: erlade9e2bib81
  article-title: Effects of hurricane disturbance on a tropical dry forest canopy in western Mexico
  publication-title: For. Ecol. Manage.
  doi: 10.1016/j.foreco.2017.11.037
– volume: 107
  start-page: 22169
  year: 2010
  ident: erlade9e2bib14
  article-title: Herbaria are a major frontier for species discovery
  publication-title: Proc. Natl Acad. Sci. USA
  doi: 10.1073/pnas.1011841108
– volume: 15
  start-page: 82
  year: 2017
  ident: erlade9e2bib6
  article-title: Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation
  publication-title: Perspect. Ecol. Conserv.
  doi: 10.1016/j.pecon.2017.06.004
– volume: 36
  start-page: 411
  year: 2012
  ident: erlade9e2bib79
  article-title: Phenology of four caatinga species under continuous grazing
  publication-title: Rev. Arvore
  doi: 10.1590/S0100-67622012000300003
– volume: 39
  start-page: 195
  year: 2007
  ident: erlade9e2bib108
  article-title: Phenology of plumeria alba and its herbivores in a tropical dry forest
  publication-title: Biotropica
  doi: 10.1111/j.1744-7429.2006.00249.x
– start-page: 177
  year: 2010
  ident: erlade9e2bib15
  article-title: Spatio-temporal statistical methods for modelling land surface phenology
  doi: 10.1007/978-90-481-3335-2_9
– volume: 14
  start-page: 2637
  year: 2022
  ident: erlade9e2bib62
  article-title: Remote sensing phenology of the Brazilian Caatinga and its environmental drivers
  publication-title: Remote Sens.
  doi: 10.3390/rs14112637
– volume: 217
  start-page: 939
  year: 2018
  ident: erlade9e2bib29
  article-title: Widespread sampling biases in herbaria revealed from large-scale digitization
  publication-title: New Phytol.
  doi: 10.1111/nph.14855
– volume: 304
  year: 2024
  ident: erlade9e2bib109
  article-title: Scale matters: spatial resolution impacts tropical leaf phenology characterized by multi-source satellite remote sensing with an ecological-constrained deep learning model
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2024.114027
– volume: 26
  start-page: 1605
  year: 2012
  ident: erlade9e2bib55
  article-title: Do the phenology and functional stem attributes of woody species allow for the identification of functional groups in the semiarid region of Brazil?
  publication-title: Trees
  doi: 10.1007/s00468-012-0735-2
– start-page: 3
  year: 2017
  ident: erlade9e2bib103
  article-title: The Caatinga: undestanding the challenges
  doi: 10.1007/978-3-319-68339-3_1
– start-page: 31
  year: 2018
  ident: erlade9e2bib107
  article-title: Vegetation attributes
  doi: 10.1007/978-981-10-7260-4
– volume: 11
  start-page: 2316
  year: 2019
  ident: erlade9e2bib42
  article-title: MODIS and PROBA-V NDVI products differ when compared with observations from phenological towers at four tropical dry forests in the Americas
  publication-title: Remote Sens.
  doi: 10.3390/rs11192316
– volume: 42
  start-page: 1566
  year: 2015
  ident: erlade9e2bib70
  article-title: Environmental and historical controls of floristic composition across the South American Dry Diagonal
  publication-title: J. Biogeogr.
  doi: 10.1111/jbi.12529
– volume: 5
  year: 2010
  ident: erlade9e2bib82
  article-title: Asynchronous response of tropical forest leaf phenology to seasonal and el niño-driven drought
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0011325
– volume: 28
  start-page: 1035
  year: 2018
  ident: erlade9e2bib53
  article-title: Phenology of Poincianella pyramidalis (TUL.) L. P QUEIROZ and its relationship with the temporal distribuition of rainfall in the brazilian semiarid region
  publication-title: Cienc. Florest
  doi: 10.5902/1980509833387
– year: 2024
  ident: erlade9e2bib98
  doi: 10.1007/978-3-031-75027-4_1)
– volume: 21
  start-page: 1
  year: 2013
  ident: erlade9e2bib124
  article-title: Plant phenological modeling and its application in global climate change research: overview and future challenges
  publication-title: Environ. Rev.
  doi: 10.1139/er-2012-0036
– volume: 10
  start-page: 1
  year: 2019
  ident: erlade9e2bib112
  article-title: Tropical dry forest diversity, climatic response, and resilience in a changing climate
  publication-title: Forests
  doi: 10.3390/f10050443
– volume: 453
  start-page: 353
  year: 2008
  ident: erlade9e2bib91
  article-title: Attributing physical and biological impacts to anthropogenic climate change
  publication-title: Nature
  doi: 10.1038/nature06937
– volume: 126
  year: 2023
  ident: erlade9e2bib48
  article-title: A systematic review of energy and mass fluxes, and biogeochemical processes in seasonally dry tropical forests and cactus ecosystems
  publication-title: J. South Am. Earth Sci.
  doi: 10.1016/j.jsames.2023.104330
– volume: 372
  start-page: n160
  year: 2021
  ident: erlade9e2bib77
  article-title: PRISMA 2020 explanation and elaboration : updated guidance and exemplars for reporting systematic reviews
  publication-title: BMJ
  doi: 10.1136/bmj.n160
– volume: 28
  year: 2022
  ident: erlade9e2bib28
  article-title: How do meteorological factors alter the phenology of a neotropical tree species?
  publication-title: CERNE
  doi: 10.1590/01047760202228013098
– volume: 193
  year: 2021
  ident: erlade9e2bib54
  article-title: Phenology of high- and low-density wood deciduous species responds differently to water supply in tropical semiarid regions
  publication-title: J. Arid Environ.
  doi: 10.1016/J.JARIDENV.2021.104594
– volume: 23
  start-page: 737
  year: 2015
  ident: erlade9e2bib10
  article-title: Principal component analysis applied to a time series of MODIS images: the spatio-temporal variability of the Pantanal wetland, Brazil
  publication-title: Wetland Ecol. Manage.
  doi: 10.1007/s11273-015-9416-4
– volume: 39
  start-page: 460
  year: 2015
  ident: erlade9e2bib37
  article-title: Plant phenology and climate change
  publication-title: Prog. Phys. Geogr. Earth Environ.
  doi: 10.1177/0309133315578940
– volume: vol 2
  start-page: 3
  year: 2003
  ident: erlade9e2bib86
  article-title: As caatingas da América do Sul
– volume: 32
  start-page: 531
  year: 2017
  ident: erlade9e2bib120
  article-title: Old plants, new tricks: phenological research using herbarium specimens
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/j.tree.2017.03.015
– volume: 40
  start-page: 665
  year: 2017
  ident: erlade9e2bib71
  article-title: The roles of rainfall, soil properties, and species traits in flowering phenology along a savanna-seasonally dry tropical forest gradient
  publication-title: Rev. Bras. Bot.
  doi: 10.1007/s40415-017-0368-1
– volume: 22
  start-page: 393
  year: 2008
  ident: erlade9e2bib41
  article-title: Leaf age and the timing of leaf abscission in two tropical dry forest trees
  publication-title: Trees
  doi: 10.1007/s00468-007-0200-9
– volume: 32
  start-page: 1067
  year: 2021
  ident: erlade9e2bib34
  article-title: Temporal and phenological profiles of open and dense Caatinga using remote sensing: response to precipitation and its irregularities
  publication-title: J. For. Res.
  doi: 10.1007/s11676-020-01145-3
– volume: 34
  start-page: 50
  year: 2019
  ident: erlade9e2bib92
  article-title: Tropical phenology: recent advances and perspectives
  publication-title: Ecol. Res.
  doi: 10.1111/1440-1703.1131
– volume: 37
  start-page: 477
  year: 2005
  ident: erlade9e2bib95
  article-title: Research priorities for neotropical dry forests
  publication-title: Biotropica
  doi: 10.1046/j.0950-091x.2001.00153.x-i1
– volume: 12
  start-page: 574
  year: 2021
  ident: erlade9e2bib60
  article-title: Assessing landsat images availability and its effects on phenological metrics
  publication-title: Forests
  doi: 10.3390/f12050574
– volume: 107
  start-page: 1
  year: 2020
  ident: erlade9e2bib104
  article-title: Does leaf flushing in the dry season affect leaf traits and herbivory in a tropical dry forest?
  publication-title: Sci. Nat.
  doi: 10.1007/s00114-020-01711-z
– volume: 14
  start-page: 84
  year: 2016
  ident: erlade9e2bib19
  article-title: Using phenocams to monitor our changing earth: toward a global phenocam network
  publication-title: Front. Ecol. Environ.
  doi: 10.1002/fee.1222
– volume: 23
  start-page: 49
  year: 2014
  ident: erlade9e2bib9
  article-title: Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2013.06.011
– volume: 28
  year: 2020
  ident: erlade9e2bib76
  article-title: Seasonality and the relationships between reproductive and leaf phenophases in myrtaceae using field and herbarium data
  publication-title: Floresta e Ambiente
  doi: 10.1590/2179-8087-FLORAM-2020-0035
– volume: 33
  start-page: 491
  year: 2009
  ident: erlade9e2bib12
  article-title: Phenology of wood species in the Caatinga of Seridó, RN, Brazil
  publication-title: Rev. Árvore
  doi: 10.1590/S0100-67622009000300011
– volume: 72
  year: 2021
  ident: erlade9e2bib27
  article-title: Phenological dynamics of Croton heliotropiifolius populations in a savanna/caatinga gradient, Chapada Diamantina, Brazil
  publication-title: Rodriguésia
  doi: 10.1590/2175-7860202172130
– volume: 18
  start-page: 99
  year: 2004
  ident: erlade9e2bib32
  article-title: Métodos de amostragem e avaliação utilizados em estudos fenológicos de florestas tropicais
  publication-title: Acta Bot. Bras.
  doi: 10.1590/S0102-33062004000100009
– volume: 12
  year: 2021
  ident: erlade9e2bib45
  article-title: Remotely sensed assessment of increasing chronic and episodic drought effects on a Costa Rican tropical dry forest
  publication-title: Ecosphere
  doi: 10.1002/ecs2.3824
– volume: 286
  year: 2023
  ident: erlade9e2bib119
  article-title: An ecologically-constrained deep learning model for tropical leaf phenology monitoring using PlanetScope satellites
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2022.113429
– volume: 102
  start-page: 1599
  year: 2015
  ident: erlade9e2bib30
  article-title: Herbarium records are reliable sources of phenological change driven by climate and provide novel insights into species’ phenological cueing mechanisms
  publication-title: Am. J. Bot.
  doi: 10.3732/ajb.1500237
– volume: 26
  start-page: 237
  year: 2010
  ident: erlade9e2bib44
  article-title: A field experiment to determine the effect of dry-season precipitation on annual ring formation and leaf phenology in a seasonally dry tropical forest
  publication-title: J. Trop. Ecol.
  doi: 10.1017/S0266467409990563
– volume: 353
  start-page: 1383
  year: 2016
  ident: erlade9e2bib13
  article-title: Plant diversity patterns in neotropical dry forests and their conservation implications
  publication-title: Science
  doi: 10.1126/science.aaf5080
– volume: 37
  start-page: 147
  year: 2022
  ident: erlade9e2bib123
  article-title: Dissecting impacts of phenological shifts for performance across biological scales
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/j.tree.2021.10.004
– volume: 22
  start-page: 357
  year: 2007
  ident: erlade9e2bib25
  article-title: Shifting plant phenology in response to global change
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/j.tree.2007.04.003
– volume: 36
  start-page: 29
  year: 2020
  ident: erlade9e2bib93
  article-title: A field experiment to determine the effect of dry-season irrigation on vegetative and reproductive traits in the wet-deciduous tree Bonellia nervosa
  publication-title: J. Trop. Ecol.
  doi: 10.1017/S0266467419000324
– volume: 27
  start-page: 261
  year: 2000
  ident: erlade9e2bib114
  article-title: Neotropical seasonally dry forests and quaternary vegetation changes
  publication-title: J. Biogeogr.
  doi: 10.1046/j.1365-2699.2000.00397.x
– volume: vol 39
  year: 2003
  ident: erlade9e2bib99
  doi: 10.1007/978-94-007-0632-3
– volume: 17
  start-page: 67
  year: 1986
  ident: erlade9e2bib68
  article-title: Ecology of tropical dry forest
  publication-title: Annu. Rev. Ecol. Syst.
  doi: 10.1146/annurev.es.17.110186.000435
– volume: 367
  year: 2024
  ident: erlade9e2bib97
  article-title: Can changes in land use in a semi-arid region of Brazil cause seasonal variation in energy partitioning and evapotranspiration?
  publication-title: J. Environ. Manage.
  doi: 10.1016/j.jenvman.2024.121959
– volume: 148
  start-page: 227
  year: 2017
  ident: erlade9e2bib63
  article-title: Continental-scale patterns and climatic drivers of fruiting phenology: a quantitative neotropical review
  publication-title: Glob. Planet. Change
  doi: 10.1016/j.gloplacha.2016.12.001
– volume: 7
  year: 2016
  ident: erlade9e2bib113
  article-title: Emerging opportunities and challenges in phenology: a review
  publication-title: Ecosphere
  doi: 10.1002/ecs2.1436
– volume: 21
  start-page: 213
  year: 2001
  ident: erlade9e2bib17
  article-title: Photoperiodic control of seasonal development and dormancy in tropical stem-succulent trees
  publication-title: Tree Physiol.
  doi: 10.1093/treephys/21.4.213
– volume: 24
  start-page: 48
  year: 2018
  ident: erlade9e2bib102
  article-title: Analysis of the phenology dynamics of Brazilian caatinga species with NDVI time series
  publication-title: CERNE
  doi: 10.1590/01047760201824012487
– volume: 19
  start-page: 62
  year: 2014
  ident: erlade9e2bib4
  article-title: Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2013.12.011
– volume: 75
  start-page: 1437
  year: 1994
  ident: erlade9e2bib16
  article-title: Soil and stem water storage determine phenology and distribution of tropical dry forest trees
  publication-title: Ecology
  doi: 10.2307/1937467
– volume: 13
  start-page: e764
  year: 2022
  ident: erlade9e2bib47
  article-title: Climate change and phenology
  publication-title: Wiley Interdiscip. Rev. Clim. Change
  doi: 10.1002/wcc.764
– volume: 67
  start-page: 1509
  year: 2023
  ident: erlade9e2bib87
  article-title: Ten best practices for effective phenological research
  publication-title: Int. J. Biometeorol.
  doi: 10.1007/s00484-023-02502-7
– start-page: 107
  year: 2024
  ident: erlade9e2bib65
  article-title: A review of reproductive plant phenology in South and Central America: new perspectives
  doi: 10.1007/978-3-031-75027-4_6
– volume: 34
  start-page: 117
  year: 2016
  ident: erlade9e2bib2
  article-title: A systematic review of vegetation phenology in Africa
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2016.05.004
– volume: 416
  start-page: 389
  year: 2002
  ident: erlade9e2bib118
  article-title: Ecological responses to recent climate change
  publication-title: Nature
  doi: 10.1038/416389a
– volume: 31
  start-page: 179
  year: 2011
  ident: erlade9e2bib51
  article-title: Patterns of tree phenological diversity in dry tropics
  publication-title: Acta Ecol. Sin.
  doi: 10.1016/j.chnaes.2011.04.003
– volume: 237
  year: 2019
  ident: erlade9e2bib122
  article-title: A review of vegetation phenological metrics extraction using time-series, multispectral satellite data
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2019.111511
– volume: 50
  start-page: 303
  year: 2019
  ident: erlade9e2bib101
  article-title: Climate change in the tropics: ecological and evolutionary responses at low latitudes
  publication-title: Annu. Rev. Ecol. Evol. Syst.
  doi: 10.1146/annurev-ecolsys-110218-025005
– volume: 9
  start-page: 945
  year: 2018
  ident: erlade9e2bib21
  article-title: Tree water use patterns as influenced by phenology in a dry forest of southern ecuador
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2018.00945
– start-page: 101
  year: 2013
  ident: erlade9e2bib57
  article-title: Phenological patterns of tropical dry forest along latitudinal and successional gradients in the Neotropics
  doi: 10.13140/2.1.3518.1766
– volume: 288
  year: 2022
  ident: erlade9e2bib18
  article-title: Drought response strategies for deciduous species in the semiarid Caatinga derived from the interdependence of anatomical, phenological and bio-hydraulic attributes
  publication-title: Flora
  doi: 10.1016/J.FLORA.2022.152009
– volume: 37
  start-page: 121
  year: 2017
  ident: erlade9e2bib22
  article-title: Fenología de cuatro especies arbóreas de bosque seco tropical en el Jardín Botánico Universitario, Universidad del Valle (Cali), Colombia
  publication-title: Actual. Biol.
  doi: 10.17533/udea.acbi.v37n103a01
– volume: 196
  start-page: 36
  year: 2024
  ident: erlade9e2bib43
  article-title: Plant phenology shifts under climate warming: a systematic review of recent scientific literature
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-023-12190-w
– volume: 292
  year: 2022
  ident: erlade9e2bib72
  article-title: The roles of functional traits in canopy maintenance along a savanna/seasonally dry tropical forest gradient in northeastern Brazil
  publication-title: Flora
  doi: 10.1016/j.flora.2022.152090
– volume: 16
  year: 2021
  ident: erlade9e2bib73
  article-title: Global tropical dry forest extent and cover: a comparative study of bioclimatic definitions using two climatic data sets
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0252063
– start-page: 3
  year: 2011
  ident: erlade9e2bib56
  article-title: Neotropical seasonally dry forests: diversity, endemism, and biogeography of woody plants
  doi: 10.5822/978-1-61091-021-7_1
– volume: 11
  year: 2023
  ident: erlade9e2bib89
  article-title: Multiscale phenology of seasonally dry tropical forests in an aridity gradient
  publication-title: Front. Environ. Sci.
  doi: 10.3389/fenvs.2023.1275844
– volume: 11
  start-page: 1
  year: 2019
  ident: erlade9e2bib7
  article-title: Leafing patterns and drivers across seasonally dry tropical communities
  publication-title: Remote Sens.
  doi: 10.3390/rs11192267
– volume: 143
  start-page: 144
  year: 2010
  ident: erlade9e2bib85
  article-title: Extent and conservation of tropical dry forests in the Americas
  publication-title: Biol. Conserv.
  doi: 10.1016/j.biocon.2009.09.020
– start-page: 15
  year: 2010
  ident: erlade9e2bib46
  doi: 10.1007/978-90-481-3335-2
– volume: 194
  start-page: 221
  year: 2020
  ident: erlade9e2bib110
  article-title: Drought response strategies of deciduous and evergreen woody species in a seasonally dry neotropical forest
  publication-title: Oecologia
  doi: 10.1007/s00442-020-04760-3
– start-page: 91
  year: 2013
  ident: erlade9e2bib66
  article-title: A review of plant phenology in South and Central America
  doi: 10.1007/978-94-007-6925-0_6
– volume: 13
  start-page: 75
  year: 2021
  ident: erlade9e2bib78
  article-title: Environmental drivers of water use for caatinga woody plant species: combining remote sensing phenology and sap flow measurements
  publication-title: Remote Sens.
  doi: 10.3390/RS13010075
– volume: 11
  year: 2023
  ident: erlade9e2bib5
  article-title: Relationship between tropical leaf phenology and ecosystem productivity using phenocameras
  publication-title: Front. Environ. Sci.
  doi: 10.3389/fenvs.2023.1223219
– volume: 329
  start-page: 155
  year: 2010
  ident: erlade9e2bib115
  article-title: Phenology of five tree species of a tropical dry forest in Yucatan, Mexico: effects of environmental and physiological factors
  publication-title: Plant Soil
  doi: 10.1007/s11104-009-0142-7
– volume: 223
  start-page: 1137
  year: 2022
  ident: erlade9e2bib31
  article-title: Functional traits determine the vegetative phenology of woody species in riparian forest in semi-arid Brazil
  publication-title: Plant Ecol.
  doi: 10.1007/s11258-022-01264-3
– volume: 38
  start-page: 551
  year: 2024
  ident: erlade9e2bib33
  article-title: A systematic review of leaf and wood traits in the neotropics: environmental gradients and functionality
  publication-title: Trees
  doi: 10.1007/s00468-024-02508-7
– volume: 239
  start-page: 2057
  year: 2023
  ident: erlade9e2bib125
  article-title: Harnessing herbaria to advance plant phenology research under global change
  publication-title: New Phytol.
  doi: 10.1111/nph.19088
– volume: 50
  start-page: 477
  year: 2018
  ident: erlade9e2bib1
  article-title: Current issues in tropical phenology: a synthesis
  publication-title: Biotropica
  doi: 10.1111/btp.12558
– volume: 24
  start-page: 422
  year: 1974
  ident: erlade9e2bib38
  article-title: Un método cuantitativo para la medición de características fenológicas en árboles
  publication-title: Turrialba
  doi: 10.1146/annurev.es.17.110186.000435
– volume: 13
  start-page: 649
  year: 2022
  ident: erlade9e2bib50
  article-title: Deep learning in plant phenological research: a systematic literature review
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2022.805738
– volume: 195
  start-page: 60
  year: 2016
  ident: erlade9e2bib64
  article-title: Linking plant phenology to conservation biology
  publication-title: Biol. Conserv.
  doi: 10.1016/j.biocon.2015.12.033
– volume: 54
  start-page: 500
  year: 2022
  ident: erlade9e2bib58
  article-title: Interplay of environmental cues and wood density in the vegetative and reproductive phenology of seasonally dry tropical forest trees
  publication-title: Biotropica
  doi: 10.1111/btp.13072
– volume: 111
  start-page: 327
  year: 2023
  ident: erlade9e2bib80
  article-title: Herbarium records provide reliable phenology estimates in the understudied tropics
  publication-title: J. Ecol.
  doi: 10.1111/1365-2745.14047
– volume: 33
  start-page: 527
  year: 2013
  ident: erlade9e2bib121
  article-title: Relations between water balance, wood traits and phenological behavior of tree species from a tropical dry forest in Costa Rica—A multifactorial study
  publication-title: Tree Physiol.
  doi: 10.1093/treephys/tpt028
– volume: 5
  start-page: 207
  year: 2022
  ident: erlade9e2bib36
  article-title: Functional traits above and below ground allow species with distinct ecological strategies to coexist in the largest seasonally dry tropical forest in the Americas
  publication-title: Front. For. Glob. Change
  doi: 10.3389/ffgc.2022.930099
– volume: 74
  start-page: 1363
  year: 2010
  ident: erlade9e2bib52
  article-title: Phenology and wood density of plants growing in the semi-arid region of northeastern Brazil
  publication-title: J. Arid Environ.
  doi: 10.1016/j.jaridenv.2010.05.009
– volume: 1
  start-page: 14
  year: 2019b
  ident: erlade9e2bib84
  article-title: Characteristics, drivers and feedbacks of global greening
  publication-title: Nature Rev. Earth Envron.
  doi: 10.1038/s43017-019-0001-x
– volume: 24
  start-page: 643
  year: 2013
  ident: erlade9e2bib106
  article-title: Do vegetative and reproductive phenophases of deciduous tropical species respond similarly to rainfall pulses?
  publication-title: J. For. Res.
  doi: 10.1007/s11676-013-0366-5
– volume: vol 16
  year: 2014
  ident: erlade9e2bib67
  article-title: e-Phenology: Monitoring Leaf Phenology and Tracking Climate Changes in the Tropics
– volume: 108
  start-page: 393
  year: 2020
  ident: erlade9e2bib111
  article-title: The circular nature of recurrent life cycle events: a test comparing tropical and temperate phenology
  publication-title: J. Ecol.
  doi: 10.1111/1365-2745.13266
– volume: 19
  start-page: 336
  year: 2005
  ident: erlade9e2bib35
  article-title: The significance of episodic rains for reproductive phenology and productivity of trees in semiarid regions of northwestern Venezuela
  publication-title: Trees
  doi: 10.1007/s00468-004-0405-0
– volume: 38
  start-page: 1
  year: 2024
  ident: erlade9e2bib61
  article-title: Divergent hydraulic strategies of two deciduous tree species to deal with drought in the Brazilian semi-arid region
  publication-title: Trees
  doi: 10.1007/s00468-024-02506-9
– volume: 9
  start-page: 1
  year: 2013
  ident: erlade9e2bib69
  article-title: Phenology of Spondias tuberosa Arruda (Anacardiaceae) under different landscape management regimes and a proposal for a rapid phenological diagnosis using local knowledge
  publication-title: J. Ethnobiol. Ethnomed.
  doi: 10.1186/1746-4269-9-10
– volume: 30
  start-page: 473
  year: 2020
  ident: erlade9e2bib105
  article-title: Mathematical modelling of the intra-annual behaviour of NDVI in the Caatinga Biome, Brazil
  publication-title: Ciênc. Florest
  doi: 10.5902/1980509837279
– volume: 14
  start-page: 3955
  year: 2022
  ident: erlade9e2bib26
  article-title: Seasonal ecosystem productivity in a seasonally dry tropical forest (Caatinga) using flux tower measurements and remote sensing data
  publication-title: Remote Sens.
  doi: 10.3390/rs14163955
– start-page: 301
  year: 2013
  ident: erlade9e2bib117
  article-title: Interspecific and interannual variation in foliar phenological patterns in a successional mosaic of a dry forest in the central llanos of Venezuela
  doi: 10.1201/b15417-18
– volume: 81
  start-page: 90
  year: 2016
  ident: erlade9e2bib8
  article-title: Phenological visual rhythms: compact representations for fine-grained plant species identification
  publication-title: Pattern Recognit. Lett.
  doi: 10.1016/j.patrec.2015.11.028
– volume: 26
  start-page: 868
  year: 2024
  ident: erlade9e2bib3
  article-title: Effect of simulated extreme rainfall on the vegetative phenology of perennial and annual herbaceous plants from a Brazilian dry forest
  publication-title: Plant Biol. J.
  doi: 10.1111/plb.13674
– volume: 12
  year: 2017
  ident: erlade9e2bib90
  article-title: Comparing MODIS and near-surface vegetation indexes for monitoring tropical dry forest phenology along a successional gradient using optical phenology towers
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/aa838c
– volume: 29
  start-page: 57
  year: 1997
  ident: erlade9e2bib59
  article-title: Phenology of caatinga species at Serra Talhada, PE, Northeastern Brazil
  publication-title: Biotropica
  doi: 10.1111/j.1744-7429.1997.tb00006.x
– start-page: 1513
  year: 2021
  ident: erlade9e2bib100
  article-title: Weather and climate extreme events in a changing climate
– volume: 3
  start-page: 95
  year: 2014
  ident: erlade9e2bib40
  article-title: Drought preparedness in Brazil
  publication-title: Weather Clim. Extremes
  doi: 10.1016/j.wace.2013.12.001
– volume: 36
  year: 2024
  ident: erlade9e2bib94
  article-title: MODIS fPAR products do not reflect in-situ conditions in a tropical dry forest based on wavelet and cross-wavelet transforms
  publication-title: Remote Sens. Appl. Soc. Environ.
  doi: 10.1016/j.rsase.2024.101298
– volume: 355
  year: 2024
  ident: erlade9e2bib49
  article-title: Ecosystem-scale carbon dynamics in desert Shrublands: unraveling the complex interplay among leaf functional and physiological traits and environment
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2024.110133
– volume: 25
  start-page: 1922
  year: 2019a
  ident: erlade9e2bib83
  article-title: Plant phenology and global climate change: current progresses and challenges
  publication-title: Glob. Change Biol.
  doi: 10.1111/gcb.14619
– volume: 8
  start-page: 660
  year: 2015
  ident: erlade9e2bib116
  article-title: Climatic, ecophysiological, and phenological controls on plant ecohydrological strategies in seasonally dry ecosystems
  publication-title: Ecohydrology
  doi: 10.1002/eco.1533
– volume: 9
  start-page: 1071
  year: 2017
  ident: erlade9e2bib20
  article-title: Phenocams bridge the gap between field and satellite observations in an arid grassland ecosystem
  publication-title: Remote Sens.
  doi: 10.3390/rs9101071
– start-page: syaf010
  year: 2025
  ident: erlade9e2bib39
  article-title: Global patterns of taxonomic uncertainty and its impacts on biodiversity research
  publication-title: Syst. Biol.
  doi: 10.1093/sysbio/syaf010
– volume: 91
  start-page: 1
  year: 2019
  ident: erlade9e2bib11
  article-title: Drought monitoring in the Brazilian semiarid region
  publication-title: An. Acad. Bras. Cienc.
  doi: 10.1590/0001-3765201720170209
– volume: 54
  start-page: 951
  year: 2006
  ident: erlade9e2bib24
  article-title: Is the inverse leafing phenology of the dry forest understory shrub Jacquinia nervosa (Theophrastaceae) a strategy to escape herbivory?
  publication-title: Rev. Biol. Trop.
  doi: 10.15517/rbt.v54i3.14074
– volume: 40
  start-page: 40
  year: 2015
  ident: erlade9e2bib75
  article-title: Functional groups of woody species in semi-arid regions at low latitudes
  publication-title: Austral Ecol.
  doi: 10.1111/aec.12165
SSID ssj0054578
Score 2.4341767
SecondaryResourceType review_article
Snippet Phenological shifts are increasingly recognized as tangible indicators of plant responses to climate change. Tropical dry forests (TDFs), in particular, are...
SourceID doaj
proquest
crossref
iop
SourceType Open Website
Aggregation Database
Index Database
Publisher
StartPage 83002
SubjectTerms Biodiversity
Caatinga
Climate adaptation
Climate change
Climate models
Climate prediction
Climate variability
Climatic data
Conservation
Data collection
Drought
Dry forests
environmental triggers
Forests
leaf phenology
Leaves
Literature reviews
phenocams
Phenology
Plants (botany)
Prediction models
Tropical forests
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV09T8MwELUQEwviq6JQkAcYGKK2sR3HbIBaFSQ6Ualb5E_RJamaMPDvOdsJBSHBwmpbsuXnu3sn2-8QuiKCOg1HJ1FcQIIinE4U8OZECMdHMldScv93-HmezRb0acmWX0p9-TdhUR44btxQM0eYEFRrl1PnpJLU2cxQboFrGxeoEcS8LpmKPhhoAc_bS0kwoyHQbjBrYCpDaayw6bcgFLT6IbSsqvUPhxyizPQA7bf0EN_FZR2iHVseod5k-xsNOltzrI9R_diKPUD8wZ06uK2xLA2OpaGDa4OWVdlU2D_n6nwdblV-XqELz23VbKp1aDebdwxEFtZW32KJt0rPOP5yOUGL6eTlYZa0VRQSTfi4STiTVmZpKgyTI-Pc2GrPo4TMDaEZGftbW5by3HJqFNNjRY3UQGYhukGwV5b00G5ZlfYUYekyoTQllmlJmWaCSMgmSWodsEhgLn10021rsY5iGUW45M7zwkNQeAiKCEEf3ft9_xznZa5DA4BftOAXf4HfR9eAWtGaXf3LZIMO1-1gAtQW8keapmf_sZZztJf62sDhceAA7TabN3sBhKVRl-FsfgBh5uyt
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8QwEA4-Ll7EJ64vctCDh7JukzSNF1FZUcFFRMFbmbzUS7tu68F_76RNXUTwmgRaMjPffJNJZgg5Yop7g6qTaKkwQFHeJBp5c6KUl6eQawAZ3g7fT7KbZ373Il7igVsdr1X2mNgCta1MOCMfMiQiyPZ5mp5PP5LQNSpkV2MLjUWyjBCcY_C1fDmePDz2WIz0QOYxOYnmNET6jeaNjGUI1imX_nJGbc1-dDHv1fQPMLfe5nqNrEaaSC86ua6TBVdukO3x_FUaTkazrDdJfRuLPqAfon2VcFdTKC3tWkS3EIcj72VT0XCtq8c8Gqv9vOEUnbiqmVXTdtzOvigSWvy3-owCnVd8pt1rly3yfD1-urpJYjeFxDA5ahIpwEGWpsoKOLXej5wJfEpBbhnP2Chkb0Uqcye51cKMNLdgkNSil0Onrx3bJktlVbodQsFnShvOnDDAhRGKAUaVLHUe2SQymAE56be1mHZFM4o22Z3nRRBBEURQdCIYkMuw7z_rQrnrdqCavRbRegojPBNKcWN8zr0HDdy7zHLpMOCyHgbkGKVWRPOr__nYfi_X-eK5Zu3-P71HVtLQ_be9_rdPlprZpztAStLow6h334Z240w
  priority: 102
  providerName: ProQuest
Title Integrating approaches and methodologies into phenological research in Neotropical dry forests: a systematic review
URI https://iopscience.iop.org/article/10.1088/1748-9326/ade9e2
https://www.proquest.com/docview/3231261422
https://doaj.org/article/c5f35994ccf84ffaba4fe6d47e548dfa
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwELZKe-GCoFCxUFY-lAOH0G5sx3Z7omi3D6nbClHRWzR-CS7JahMO_fcdO05XCIR6iSLbiS2PPfONxvOZkAOmebC4dAojNTooOtjCIG4utA7yCJQBkDF3-GpZnd_yyztxt0VOHnNh2lVW_Z_xdSAKHqYwH4hTh4ihcY8i7DgE57VH_bvDVKWi53XNfoxqGJGBVDku-a-v_rBDia4frQt2-ZdOToZm8ZK8yAiRfhnG84ps-WaX7M03CWlYmXdk95p0F5nvAU0QHQnCfUehcXS4HTppNyz51fQtjSe6RnVHM9HPT6yiS9_263aVyt36niKWxbF1xxTohuyZDokub8jtYv7963mRL1IoLJOzvpACPFRlqZ2AIxfCzNsIpTQox3jFZjFwK0qpvOTOCDsz3IFFPIsGDu298WyPbDdt498SCqHSxnLmhQUurNAM0KFkpQ8IJBG8TMincVrr1cCXUac4t1J1FEEdRVAPIpiQ0zjvj-0i03UqQKnXWeq1FYEJrbm1QfEQwAAPvnJcevS1XIAJ-YhSq_PO6_7T2f4o101jhugWXUhelu-e-Jv35HkZbwBORwD3yXa__u0_ICzpzZQ8U4uzKdk5nS9vvk2Tc4_Pi-ubaVqYD6JZ5Tk
linkProvider IOP Publishing
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VcoAL4lWxUMAHeuAQbdePOEZCiEeXXdruqZV6M35CL8myCUL9U_xGxk7CCiH11qttJZFn5pvPGc8MwCumeHSoOoWVCg8oKrrCIm8ulIry0FTWGJlyh09X5eKcf7kQFzvwe8yFSdcqR0zMQO0bl_6RTxkSEWT7nNJ36x9F6hqVoqtjC41eLY7D1S88srVvl59QvgeUzo_OPi6KoatA4ZicdYUUJpiSUuWFOfQxzoJLvEKZyjNeslmKYgoqqyC5t8LNLPfGIblDtEfnZwPD596C25wxlSyqmn8ekR_JiKyGUCga7xTJPoIJ8qOp8UEF-o_ryx0C0KFdNuv_3ED2bfP7cG8gpeR9r0UPYCfUD2HvaJsDh5MDCLSPoF0OJSbQ65GxJnloiak96RtSZ0DFkcu6a0i6RDYiLBlqC33HKbIKTbdp1nncb64I0mf8tvYNMWRbX5r0uTWP4fxGdnkPduumDk-AmFgq6zgLwhkunFDM4BmW0RCRuyJfmsDrcVv1ui_RoXNovap0EoFOItC9CCbwIe3733WpuHYeaDbf9GCr2onIhFLcuVjxGI01PIbScxnweOejmcABSk0Pxt5e87L9Ua7bxVs9fnr99Eu4szg7PdEny9XxM7hLU9_hfPFwH3a7zc_wHMlQZ19kDSTw9aZV_g8moh4P
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwELagSIgLAkrFlpb6QA89hO3Gdhxzo9DVLrRbDlT0Zo1fai_JahMO_HvGjsMKgVBvkR-x5bFnvpE93xDylikeLG6dwkiFDooKtjCImwulgjyF2gDIGDt8uaoW1_zzjbjJeU5TLEy7zqr_HX4ORMHDEuYHcfUUMTSeUYQdU3Be-XK6duEheSRYVcXcDVfs-6iKER3IOt9N_qvnH7YoUfajhcFh_9LLydjMn5GnGSXSD8OcnpMHvnlB9s63QWlYmU9lt0u6ZeZ8QDNER5Jw31FoHB0yRCcNhyV3Td_S-KprVHk0k_3cYhVd-bbftOtU7jY_KeJZnFv3ngLdEj7TIdjlJbmen3_7uChyMoXCMjnrCynAQ1WWygk4dSHMvI1wSkHtGK_YLF7eilLWXnJnhJ0Z7sAipkUjhzbfeLZHdpq28a8IhVApYznzwgIXVigG6FSy0gcEkwhgJuRkXFa9HjgzdLrrrmsdRaCjCPQgggk5i-v-u11ku04FKHmdJa-tCEwoxa0NNQ8BDPDgK8elR3_LBZiQY5Sazqev-89gB6Nct40ZIlx0I3lZ7t_zN0fk8ddPc32xXH15TZ6UMSFwehF4QHb6zQ9_iCilN2_STvwFbCXkqg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Integrating+approaches+and+methodologies+into+phenological+research+in+Neotropical+dry+forests%3A+a+systematic+review&rft.jtitle=Environmental+research+letters&rft.au=Pereira+Dos+Santos%2C+Maria+Mara%C3%ADza&rft.au=Morellato%2C+Leonor+Patr%C3%ADcia+Cerdeira&rft.au=Freire+da+Silva%2C+Thieres+George&rft.au=Jardim%2C+Alexandre+Mani%C3%A7oba+da+Rosa+Ferraz&rft.date=2025-08-01&rft.pub=IOP+Publishing&rft.eissn=1748-9326&rft.volume=20&rft.issue=8&rft_id=info:doi/10.1088%2F1748-9326%2Fade9e2&rft.externalDocID=erlade9e2
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1748-9326&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1748-9326&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1748-9326&client=summon