Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements

We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indice...

Full description

Saved in:
Bibliographic Details
Published inRemote sensing (Basel, Switzerland) Vol. 13; no. 1; p. 75
Main Authors Paloschi, Rennan A., Ramos, Desirée Marques, Ventura, Dione J., Souza, Rodolfo, Souza, Eduardo, Morellato, Leonor Patrícia Cerdeira, Nóbrega, Rodolfo L. B., Coutinho, Ítalo Antônio Cotta, Verhoef, Anne, Körting, Thales Sehn, Borma, Laura De Simone
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.01.2021
Subjects
Online AccessGet full text

Cover

Loading…
Abstract We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indices at different spatial and temporal scales: normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), and green chromatic coordinate (GCC). To represent the phenology, we used the GCC extracted from in-situ automated digital camera images; indices calculated based on sensors included NDVI, SAVI and GCC from Sentinel-2A and B satellites images, and NDVI products MYD13Q1 and MOD13Q1 from a moderate-resolution imaging spectroradiometer (MODIS). Environmental drivers included continuously monitored rainfall, air temperature, soil moisture, net radiation, and vapour pressure deficit. To monitor soil water status and vegetation water use, we installed soil moisture sensors along three soil profiles and sap flow sensors for five plant species. Our study demonstrated that the near-surface GCC data played an important role in permitting individual monitoring of species, whereas the species’ sap flow data correlated better with NDVI, SAVI, and GCC than with species’ near-surface GCC. The wood density appeared to affect the transpiration cessation times in the dry season, given that species with the lowest wood density reach negligible values of transpiration earlier in the season than those with high woody density. Our results show that soil water availability was the main limiting factor for transpiration during more than 80% of the year, and that both the phenological response and water use are directly related to water availability when relative saturation of the soil profile fell below 0.25.
AbstractList We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental phenological drivers in woody species and their relationship with transpiration. To monitor the phenological evolution, we used remote sensing indices at different spatial and temporal scales: normalized difference vegetation index (NDVI), soil adjusted vegetation index (SAVI), and green chromatic coordinate (GCC). To represent the phenology, we used the GCC extracted from in-situ automated digital camera images; indices calculated based on sensors included NDVI, SAVI and GCC from Sentinel-2A and B satellites images, and NDVI products MYD13Q1 and MOD13Q1 from a moderate-resolution imaging spectroradiometer (MODIS). Environmental drivers included continuously monitored rainfall, air temperature, soil moisture, net radiation, and vapour pressure deficit. To monitor soil water status and vegetation water use, we installed soil moisture sensors along three soil profiles and sap flow sensors for five plant species. Our study demonstrated that the near-surface GCC data played an important role in permitting individual monitoring of species, whereas the species’ sap flow data correlated better with NDVI, SAVI, and GCC than with species’ near-surface GCC. The wood density appeared to affect the transpiration cessation times in the dry season, given that species with the lowest wood density reach negligible values of transpiration earlier in the season than those with high woody density. Our results show that soil water availability was the main limiting factor for transpiration during more than 80% of the year, and that both the phenological response and water use are directly related to water availability when relative saturation of the soil profile fell below 0.25.
Author Ramos, Desirée Marques
Paloschi, Rennan A.
Morellato, Leonor Patrícia Cerdeira
Borma, Laura De Simone
Souza, Rodolfo
Nóbrega, Rodolfo L. B.
Ventura, Dione J.
Souza, Eduardo
Körting, Thales Sehn
Verhoef, Anne
Coutinho, Ítalo Antônio Cotta
Author_xml – sequence: 1
  givenname: Rennan A.
  orcidid: 0000-0003-3697-4440
  surname: Paloschi
  fullname: Paloschi, Rennan A.
– sequence: 2
  givenname: Desirée Marques
  orcidid: 0000-0002-3342-6708
  surname: Ramos
  fullname: Ramos, Desirée Marques
– sequence: 3
  givenname: Dione J.
  orcidid: 0000-0003-3457-8399
  surname: Ventura
  fullname: Ventura, Dione J.
– sequence: 4
  givenname: Rodolfo
  orcidid: 0000-0001-7551-0505
  surname: Souza
  fullname: Souza, Rodolfo
– sequence: 5
  givenname: Eduardo
  orcidid: 0000-0002-8349-6966
  surname: Souza
  fullname: Souza, Eduardo
– sequence: 6
  givenname: Leonor Patrícia Cerdeira
  orcidid: 0000-0001-5265-8988
  surname: Morellato
  fullname: Morellato, Leonor Patrícia Cerdeira
– sequence: 7
  givenname: Rodolfo L. B.
  orcidid: 0000-0002-9858-8222
  surname: Nóbrega
  fullname: Nóbrega, Rodolfo L. B.
– sequence: 8
  givenname: Ítalo Antônio Cotta
  orcidid: 0000-0002-3571-0243
  surname: Coutinho
  fullname: Coutinho, Ítalo Antônio Cotta
– sequence: 9
  givenname: Anne
  orcidid: 0000-0002-9498-6696
  surname: Verhoef
  fullname: Verhoef, Anne
– sequence: 10
  givenname: Thales Sehn
  orcidid: 0000-0002-0876-0501
  surname: Körting
  fullname: Körting, Thales Sehn
– sequence: 11
  givenname: Laura De Simone
  orcidid: 0000-0003-4496-0612
  surname: Borma
  fullname: Borma, Laura De Simone
BookMark eNptkU1vEzEQhleoSJTSC7_AEheElOLPdcwNpR9UKqIiVD1as97Z4GjXDrZTlCP_HIeAQBU-2GP7mdd-Z543RyEGbJqXjJ4JYejblJmgjFKtnjTHnGo-k9zwo3_iZ81pzmtahxDMUHnc_LgIDz7FMGEoMJLz5B8wZRIHcg8FE7nLSIaYyAKg-LACch9jvyO3I4RClht0HvM7sohT50O9J59xigXJEkPeb2-_YohjXO0IhJ4sYUMux_idfETI24T7R_OL5ukAY8bT3-tJc3d58WXxYXbz6ep68f5m5mRLy0xKgQZg6KGtbrTiauCOcz3Htu0U1Fn3ouc4DKaVDrShwjk0rnOGawlGnDTXB90-wtpukp8g7WwEb38dxLSykIp3I1pGkfM5nRvOuWSdNnPV90CF5g76znRV6_VBa5Pity3mYiefHY61Khi32XLFGDNGG17RV4_QddymUJ1aLrVUTDOlKkUPlEsx54SDdb7UisdQEvix_sjuW2z_trimvHmU8sfTf-CfwR2oLA
CitedBy_id crossref_primary_10_1016_j_agrformet_2023_109408
crossref_primary_10_1016_j_isprsjprs_2023_11_009
crossref_primary_10_1007_s00468_024_02506_9
crossref_primary_10_1016_j_eja_2024_127366
crossref_primary_10_1016_j_jhydrol_2024_132389
crossref_primary_10_1093_treephys_tpad137
crossref_primary_10_34133_2022_9835284
crossref_primary_10_3390_ijgi12090354
crossref_primary_10_3390_f12050574
crossref_primary_10_1590_2179_8087_floram_2021_0032
crossref_primary_10_3389_fenvs_2023_1223219
crossref_primary_10_1111_jbi_14522
crossref_primary_10_1016_j_flora_2023_152371
crossref_primary_10_3390_rs13081490
crossref_primary_10_3390_rs15245642
crossref_primary_10_3389_ffgc_2025_1519432
crossref_primary_10_3389_fenvs_2023_1275844
crossref_primary_10_3390_rs13101890
crossref_primary_10_3390_rs14112637
crossref_primary_10_5194_hess_26_2073_2022
Cites_doi 10.1093/treephys/3.4.309
10.3389/fpls.2018.00945
10.1007/BF00318025
10.1051/forest:19850204
10.1016/j.rse.2018.04.021
10.1016/j.jaridenv.2010.05.009
10.1007/s00442-019-04513-x
10.1017/S0266467498000583
10.1016/j.agrformet.2020.108052
10.3390/rs12142195
10.1186/1472-6785-11-27
10.3390/rs11192267
10.1590/S0102-33062002000100005
10.1146/annurev.es.17.110186.000435
10.1127/0941-2948/2006/0130
10.1038/sdata.2018.28
10.1007/s00468-012-0735-2
10.1111/j.1744-7429.1997.tb00006.x
10.1002/ppp3.10112
10.1007/s004420100628
10.1093/treephys/28.3.395
10.3390/rs0251287
10.1146/annurev.ecolsys.110308.120327
10.1016/j.cub.2018.03.014
10.1590/1807-1929/agriambi.v21n8p524-529
10.1126/sciadv.aaz1834
10.1016/j.jaridenv.2017.09.003
10.1111/j.1461-0248.2009.01285.x
10.2985/0007-9367-84.3.140
10.3732/ajb.94.3.451
10.1029/2009JG001179
10.1086/374368
10.1046/j.1365-3040.2000.00533.x
10.1016/j.jhydrol.2016.01.034
10.1016/j.agrformet.2019.107788
10.1017/CBO9780511753398.003
10.3390/s19102419
10.1127/metz/2016/0816
ContentType Journal Article
Copyright 2021. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2021. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
7QF
7QO
7QQ
7QR
7SC
7SE
7SN
7SP
7SR
7TA
7TB
7U5
8BQ
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F28
FR3
H8D
H8G
HCIFZ
JG9
JQ2
KR7
L6V
L7M
L~C
L~D
M7S
P5Z
P62
P64
PCBAR
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
7S9
L.6
DOA
DOI 10.3390/rs13010075
DatabaseName CrossRef
Aluminium Industry Abstracts
Biotechnology Research Abstracts
Ceramic Abstracts
Chemoreception Abstracts
Computer and Information Systems Abstracts
Corrosion Abstracts
Ecology Abstracts
Electronics & Communications Abstracts
Engineered Materials Abstracts
Materials Business File
Mechanical & Transportation Engineering Abstracts
Solid State and Superconductivity Abstracts
METADEX
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One
ProQuest Central Korea
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
Aerospace Database
Copper Technical Reference Library
SciTech Premium Collection
Materials Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
ProQuest Engineering Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ProQuest Engineering Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Biotechnology and BioEngineering Abstracts
ProQuest Earth, Atmospheric & Aquatic Science Database (NC LIVE)
ProQuest Central Premium
ProQuest One Academic
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
AGRICOLA
AGRICOLA - Academic
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Materials Research Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
SciTech Premium Collection
ProQuest Central China
Materials Business File
Environmental Sciences and Pollution Management
ProQuest One Applied & Life Sciences
Engineered Materials Abstracts
Natural Science Collection
Chemoreception Abstracts
ProQuest Central (New)
Engineering Collection
ANTE: Abstracts in New Technology & Engineering
Advanced Technologies & Aerospace Collection
Engineering Database
Aluminium Industry Abstracts
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
Ceramic Abstracts
Ecology Abstracts
Biotechnology and BioEngineering Abstracts
ProQuest One Academic UKI Edition
Solid State and Superconductivity Abstracts
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Central (Alumni Edition)
ProQuest One Community College
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
Aerospace Database
Copper Technical Reference Library
ProQuest Engineering Collection
Biotechnology Research Abstracts
ProQuest Central Korea
Advanced Technologies Database with Aerospace
Civil Engineering Abstracts
ProQuest SciTech Collection
METADEX
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
Materials Science & Engineering Collection
Corrosion Abstracts
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList AGRICOLA

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: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Geography
EISSN 2072-4292
ExternalDocumentID oai_doaj_org_article_10e22808922241b7985dda0372cadb9b
10_3390_rs13010075
GeographicLocations South America
GeographicLocations_xml – name: South America
GroupedDBID 29P
2WC
2XV
5VS
8FE
8FG
8FH
AADQD
AAHBH
AAYXX
ABDBF
ABJCF
ACUHS
ADBBV
ADMLS
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ARAPS
BCNDV
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
CITATION
E3Z
ESX
FRP
GROUPED_DOAJ
HCIFZ
I-F
IAO
ITC
KQ8
L6V
LK5
M7R
M7S
MODMG
M~E
OK1
P62
PCBAR
PHGZM
PHGZT
PIMPY
PROAC
PTHSS
TR2
TUS
7QF
7QO
7QQ
7QR
7SC
7SE
7SN
7SP
7SR
7TA
7TB
7U5
8BQ
8FD
ABUWG
AZQEC
C1K
DWQXO
F28
FR3
H8D
H8G
JG9
JQ2
KR7
L7M
L~C
L~D
P64
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7S9
L.6
PUEGO
ID FETCH-LOGICAL-c460t-443e9aafda60727525f2c2278e66b5ae667d3d2eff964ca7903cce9cbc9274a93
IEDL.DBID BENPR
ISSN 2072-4292
IngestDate Wed Aug 27 01:25:29 EDT 2025
Fri Jul 11 01:37:21 EDT 2025
Fri Jul 25 11:59:43 EDT 2025
Thu Apr 24 23:13:05 EDT 2025
Tue Jul 01 01:58:25 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c460t-443e9aafda60727525f2c2278e66b5ae667d3d2eff964ca7903cce9cbc9274a93
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-3571-0243
0000-0003-3697-4440
0000-0002-9498-6696
0000-0003-4496-0612
0000-0002-0876-0501
0000-0001-5265-8988
0000-0002-9858-8222
0000-0002-3342-6708
0000-0003-3457-8399
0000-0001-7551-0505
0000-0002-8349-6966
OpenAccessLink https://www.proquest.com/docview/2474517155?pq-origsite=%requestingapplication%
PQID 2474517155
PQPubID 2032338
ParticipantIDs doaj_primary_oai_doaj_org_article_10e22808922241b7985dda0372cadb9b
proquest_miscellaneous_2511199792
proquest_journals_2474517155
crossref_citationtrail_10_3390_rs13010075
crossref_primary_10_3390_rs13010075
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-01-01
PublicationDateYYYYMMDD 2021-01-01
PublicationDate_xml – month: 01
  year: 2021
  text: 2021-01-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Remote sensing (Basel, Switzerland)
PublicationYear 2021
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Stratton (ref_16) 2000; 23
Pennington (ref_7) 2009; 40
Coaguila (ref_24) 2017; 21
Yan (ref_43) 2018; 215
ref_11
Francesconi (ref_2) 2016; 535
Kottek (ref_38) 2006; 15
Goldstein (ref_29) 2008; 28
Ferreira (ref_22) 2020; 291
Alberton (ref_26) 2017; 15
Hacke (ref_17) 2001; 126
Zandavalli (ref_46) 2014; 40
Reddy (ref_13) 1983; 18
Raghavan (ref_23) 2020; 85
Mahr (ref_49) 2012; 84
(ref_25) 2010; 2
Tetens (ref_47) 1930; 6
Granier (ref_31) 1985; 42
ref_21
Lins (ref_10) 1992; 20
Ping (ref_33) 2004; 46
Grossiord (ref_35) 2019; 191
Ren (ref_28) 2020; 280
Rubel (ref_39) 2017; 26
Machado (ref_9) 1997; 29
ref_36
ref_34
ref_30
Lima (ref_3) 2012; 26
Murphy (ref_5) 1986; 17
Reich (ref_18) 2003; 164
ref_37
Killeen (ref_48) 1998; 14
Sobrado (ref_15) 1993; 96
Granier (ref_32) 1987; 3
Pennington (ref_8) 2018; 28
Lima (ref_14) 2010; 74
Swenson (ref_19) 2007; 94
ref_45
Pugnaire (ref_1) 2019; 5
Lemos (ref_12) 2002; 16
ref_42
ref_41
ref_40
Chave (ref_20) 2009; 12
Lima (ref_44) 2017; 147
Kandasamy (ref_27) 2012; 9
ref_4
ref_6
References_xml – volume: 20
  start-page: 173
  year: 1992
  ident: ref_10
  article-title: Overview of the Brazilian caatinga
  publication-title: Rev. CiêNcia TróPico
– volume: 3
  start-page: 309
  year: 1987
  ident: ref_32
  article-title: Evaluation of transpiration in a Douglas-fir stand by means of sap flow measurements
  publication-title: Tree Physiol.
  doi: 10.1093/treephys/3.4.309
– ident: ref_30
  doi: 10.3389/fpls.2018.00945
– volume: 96
  start-page: 19
  year: 1993
  ident: ref_15
  article-title: Trade-off between water transport efficiency and leaf life-span in a tropical dry forest
  publication-title: Oecologia
  doi: 10.1007/BF00318025
– volume: 42
  start-page: 193
  year: 1985
  ident: ref_31
  article-title: Une nouvelle méthode pour la mesure du flux de sève brute dans le tronc des arbres
  publication-title: Ann. Des Sci. For.
  doi: 10.1051/forest:19850204
– volume: 9
  start-page: 17053
  year: 2012
  ident: ref_27
  article-title: A comparison of methods for smoothing and gap filling time series of remote sensing observations: Application to MODIS LAI products
  publication-title: Biogeosci. Discuss.
– volume: 215
  start-page: 495
  year: 2018
  ident: ref_43
  article-title: Sentinel-2A multi-temporal misregistration characterization and an orbit-based sub-pixel registration methodology
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2018.04.021
– volume: 74
  start-page: 1363
  year: 2010
  ident: ref_14
  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: 15
  start-page: 82
  year: 2017
  ident: ref_26
  article-title: Introducing digital cameras to monitor plant phenology in the tropics: Applications for conservation
  publication-title: Perspect. Ecol. Conserv.
– volume: 191
  start-page: 519
  year: 2019
  ident: ref_35
  article-title: Precipitation mediates sap flux sensitivity to evaporative demand in the neotropics
  publication-title: Oecologia
  doi: 10.1007/s00442-019-04513-x
– volume: 46
  start-page: 631
  year: 2004
  ident: ref_33
  article-title: Granier’s thermal dissipation probe (TDP) method for measuring sap flow in trees: Theory and practice
  publication-title: Acta Bot. Sin.
– volume: 40
  start-page: 40
  year: 2014
  ident: ref_46
  article-title: Functional groups of woody species in semi-arid regions at low latitudes
  publication-title: Austral Ecol.
– volume: 14
  start-page: 803
  year: 1998
  ident: ref_48
  article-title: Diversity, composition and structure of a tropical semideciduous forest in the Chiquitanía region of Santa Cruz, Bolivia
  publication-title: J. Trop. Ecol.
  doi: 10.1017/S0266467498000583
– volume: 291
  start-page: 108052
  year: 2020
  ident: ref_22
  article-title: The use of remote sensing for reliable estimation of net radiation and its components: A case study for contrasting land covers in an agricultural hotspot of the Brazilian semiarid region
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2020.108052
– ident: ref_42
  doi: 10.3390/rs12142195
– ident: ref_6
  doi: 10.1186/1472-6785-11-27
– ident: ref_4
  doi: 10.3390/rs11192267
– volume: 16
  start-page: 23
  year: 2002
  ident: ref_12
  article-title: Fitossociologia do componente lenhoso de um trecho da vegetação de caatinga no Parque Nacional Serra da Capivara, Piauí, Brasil
  publication-title: Acta Bot. Bras.
  doi: 10.1590/S0102-33062002000100005
– volume: 17
  start-page: 67
  year: 1986
  ident: ref_5
  article-title: Ecology of Tropical Dry Forest
  publication-title: Annu. Rev. Ecol. Syst.
  doi: 10.1146/annurev.es.17.110186.000435
– volume: 15
  start-page: 259
  year: 2006
  ident: ref_38
  article-title: World Map of the Köppen-Geiger climate classification updated
  publication-title: Meteorol. Z.
  doi: 10.1127/0941-2948/2006/0130
– ident: ref_21
  doi: 10.1038/sdata.2018.28
– volume: 26
  start-page: 1605
  year: 2012
  ident: ref_3
  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
– volume: 29
  start-page: 57
  year: 1997
  ident: ref_9
  article-title: Phenology of Caatinga Species at Serra Talhada, PE, Northeastern Brazil
  publication-title: Biotropica
  doi: 10.1111/j.1744-7429.1997.tb00006.x
– volume: 85
  start-page: 101992
  year: 2020
  ident: ref_23
  article-title: Realistic and simplified models of plant and leaf area indices for a seasonally dry tropical forest
  publication-title: Int. J. Appl. Earth Obs. Geoinf.
– ident: ref_41
  doi: 10.1002/ppp3.10112
– volume: 126
  start-page: 457
  year: 2001
  ident: ref_17
  article-title: Trends in wood density and structure are linked to prevention of xylem implosion by negative pressure
  publication-title: Oecologia
  doi: 10.1007/s004420100628
– volume: 28
  start-page: 395
  year: 2008
  ident: ref_29
  article-title: Water economy of Neotropical savanna trees: Six paradigms revisited
  publication-title: Tree Physiol.
  doi: 10.1093/treephys/28.3.395
– volume: 2
  start-page: 1287
  year: 2010
  ident: ref_25
  article-title: Determining Regional Actual Evapotranspiration of Irrigated Crops and Natural Vegetation in the São Francisco River Basin (Brazil) Using Remote Sensing and Penman-Monteith Equation
  publication-title: Remote Sens.
  doi: 10.3390/rs0251287
– volume: 40
  start-page: 437
  year: 2009
  ident: ref_7
  article-title: Woody Plant Diversity, Evolution, and Ecology in the Tropics: Perspectives from Seasonally Dry Tropical Forests
  publication-title: Annu. Rev. Ecol. Evol. Syst.
  doi: 10.1146/annurev.ecolsys.110308.120327
– volume: 28
  start-page: R541
  year: 2018
  ident: ref_8
  article-title: Tropical savannas and dry forests
  publication-title: Curr. Biol.
  doi: 10.1016/j.cub.2018.03.014
– ident: ref_40
– ident: ref_37
– volume: 21
  start-page: 524
  year: 2017
  ident: ref_24
  article-title: Water productivity using SAFER-Simple Algorithm for Evapotranspiration Retrieving in watershed
  publication-title: Rev. Bras. Eng. Agric. Ambient.
  doi: 10.1590/1807-1929/agriambi.v21n8p524-529
– volume: 5
  start-page: eaaz1834
  year: 2019
  ident: ref_1
  article-title: Climate change effects on plant-soil feedbacks and consequences for biodiversity and functioning of terrestrial ecosystems
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.aaz1834
– volume: 147
  start-page: 71
  year: 2017
  ident: ref_44
  article-title: Seasonal patterns of carbon dioxide, water and energy fluxes over the Caatinga and grassland in the semi-arid region of Brazil
  publication-title: J. Arid. Environ.
  doi: 10.1016/j.jaridenv.2017.09.003
– volume: 12
  start-page: 351
  year: 2009
  ident: ref_20
  article-title: Towards a worldwide wood economics spectrum
  publication-title: Ecol. Lett.
  doi: 10.1111/j.1461-0248.2009.01285.x
– volume: 18
  start-page: 823
  year: 1983
  ident: ref_13
  article-title: Climatic classification: The semi-arid tropics and its environment—A review
  publication-title: Pesquisa Agro
– volume: 84
  start-page: 140
  year: 2012
  ident: ref_49
  article-title: Commiphora: An Introduction to the Genus
  publication-title: Cactus Succul. J.
  doi: 10.2985/0007-9367-84.3.140
– volume: 6
  start-page: 297
  year: 1930
  ident: ref_47
  article-title: Uber einige meteorologische Begriffe
  publication-title: Z. Geophys.
– volume: 94
  start-page: 451
  year: 2007
  ident: ref_19
  article-title: Ecological and evolutionary determinants of a key plant functional trait: Wood density and its community-wide variation across latitude and elevation
  publication-title: Am. J. Bot.
  doi: 10.3732/ajb.94.3.451
– ident: ref_45
  doi: 10.1029/2009JG001179
– volume: 164
  start-page: S143
  year: 2003
  ident: ref_18
  article-title: The Evolution of Plant Functional Variation: Traits, Spectra, and Strategies
  publication-title: Int. J. Plant Sci.
  doi: 10.1086/374368
– volume: 23
  start-page: 99
  year: 2000
  ident: ref_16
  article-title: Stem water storage capacity and efficiency of water transport: Their functional significance in a Hawaiian dry forest
  publication-title: Plant Cell Environ.
  doi: 10.1046/j.1365-3040.2000.00533.x
– volume: 535
  start-page: 625
  year: 2016
  ident: ref_2
  article-title: Using the Soil and Water Assessment Tool (SWAT) to model ecosystem services: A systematic review
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2016.01.034
– volume: 280
  start-page: 107788
  year: 2020
  ident: ref_28
  article-title: An improved single probe method for sap flow measurements using finite heating duration
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2019.107788
– ident: ref_11
  doi: 10.1017/CBO9780511753398.003
– ident: ref_36
– ident: ref_34
  doi: 10.3390/s19102419
– volume: 26
  start-page: 115
  year: 2017
  ident: ref_39
  article-title: The climate of the European Alps: Shift of very high resolution Köppen-Geiger climate zones 1800–2100
  publication-title: Meteorol. Z.
  doi: 10.1127/metz/2016/0816
SSID ssj0000331904
Score 2.3893416
Snippet We investigated the water use of Caatinga vegetation, the largest seasonally dry forest in South America. We identified and analysed the environmental...
SourceID doaj
proquest
crossref
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
StartPage 75
SubjectTerms Air monitoring
Air temperature
automation
caatinga
cameras
Cavitation
Density
Digital cameras
Digital imaging
Dry forests
Dry season
Environmental monitoring
evolution
Flow measurement
Flowers & plants
image analysis
Measurement techniques
MODIS
Moisture content
monitoring
Net radiation
normalized difference vegetation index
Normalized difference vegetative index
phenocams
Phenology
Physiology
plant available water
Plant species
plant water availability
Precipitation
rain
Rainfall
Remote monitoring
Remote sensing
sap flow
Satellite imagery
Saturated soils
Seasons
Senescence
Sensors
Sentinel-2
Soil moisture
Soil profiles
Soil properties
Soil temperature
Soil water
South America
Species
Spectroradiometers
Time series
Transpiration
tree phenology
Vapor pressure
vapor pressure deficit
Vegetation
Vegetation index
Water availability
Water use
Wood
wood density
Woody plants
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEBYll_RS-qTbpGVKe-nBVGvJ1qq3NskSCiml6ZLcjB4jcgh2WG8oOeafZ0Z2dlNSyKUXg60Bm9E8vpHnIcRHUn8tk6mLaKap0FwmM8PoC2uUITCXYkIuTj76UR8u9PfT6vTOqC_OCRvaAw-MI61G7tgysyU7G2_srIrRSWXK4KK3nq0v-bw7wVS2wYreKvXQj1RRXP952ZO15pSA6i8PlBv137PD2bnMn4onIyqEr8PXPBOPsH0utscB5WdXL8T1waYgjQj3lzmdAroEJwQWl7DoEQh-wp5znMfs4KTr4hXwSKIV5Bnz2H8BUn6fB0LAL6QtQjjm9HW6_XmGw_k6uDbCsbuA-Xn3B442B4j9S7GYH_zeOyzG6QlF0LVcFVortM6l6GpJIKUqq1QGLnzFuvaVo6uJKpaYkq11cMZKFQLa4IOlSNVZ9UpstV2LrwWoRLghWIkyWa2N98FhpYyycSppzU3Ep1uONmFsLc4TLs4bCjGY-82G-xPxYU17MTTU-CfVN96YNQU3wc4PSDSaUTSah0RjInZvt7UZNbNvSm10NTUEoybi_XqZdIp_lLgWu0uiIRTKCTi2fPM_vmNHPC45EyYf3OyKrdXyEt8SlFn5d1lqbwBjePGt
  priority: 102
  providerName: Directory of Open Access Journals
Title Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements
URI https://www.proquest.com/docview/2474517155
https://www.proquest.com/docview/2511199792
https://doaj.org/article/10e22808922241b7985dda0372cadb9b
Volume 13
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9NAEB7R5AAXVF4iUKJFcOFgdeNde71cUB9JK0SqqiFqb9Y-20NlBzsV6rH_nFlnkwiBerFk79iWdnZmv5mdB8BnFH9OvcgTK0Y-4SFNpnBWJ1IwgWDOW-9CcvL0LD-d8-9X2VV0uLUxrHKtEztFbWsTfOT7KRc8Gwnc_r4tfiWha1Q4XY0tNHagjyq4KHrQPxyfnV9svCyU4d8pX9UlZWjf7zctau0QGpD9tRN1Bfv_0cfdJjPZhecRHZKDFTtfwBNXvYSnsVH5zf0reBhvE9OQ8LjpwipI7cklgsaGzFtHEIaSI6VCPLMil3Vt70loTbQkXa95134lqAR01xiCXDhklSOzEMaOt-c3buVnJ6qyZKYWZHJb_ybTrSOxfQ3zyfjn0WkSuygkhud0mXDOnFTKW5VTBCtZmvnUhARYl-c6U3gVltnUeS9zbpSQlBnjpNFGosWqJHsDvaqu3FsgzCN-MJI66iXnQmujXMYEk3ZEcUwN4Mt6RksTS4yHThe3JZoaYfbL7ewP4NOGdrEqrPFfqsPAmA1FKIbdPaib6zLKFr7mQlGfQqYBj2ghi8xaRZlIjbJa6gHsrdlaRglty-16GsDHzTDKVjgwUZWr75AG0WgIxJHpu8c_8R6epSHWpXPN7EFv2dy5DwhWlnoIO8XkZAj9g-Ppj9kwrs9hZ_r_AfNZ7r4
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELaqcigXxFMstGAEHDhE9dpOvEZCCNouW9qtEO2qvaV-0kOVbDdbVXvkD_EbmcljVwjErZdIiSeRMh7PjMcz8xHyBpa_ZFFliVf9mEgskxkEbxOthAJnLvoYsDh5fJSNJvLrWXq2Rn51tTCYVtnpxFpR-9JhjHybSyXTvgLz93F6lSBqFJ6udhAajVgchMUNbNmqD_u7ML9vOR_uneyMkhZVIHEyY_NEShG0MdGbjIHxTnkaucOC0JBlNjVwVV54HmLUmXRGaSacC9pZp2EHZ7D5Eqj8O1KAJcfK9OGXZUyHCfhXJpsuqDDOtmcV2AhMREj_sHs1PMBf2r82acP75F7ri9JPjfA8IGuheEg2Wlj0i8Uj8nNvVQYHhLuzOomDlpGegos6o5MqUHB66Y4xmD1t6GlZ-gVFIKQ5rZHtQ_WegsqxNQwF_R5AMAI9xqR5uP12EZqoPjWFp8dmSoeX5Q0dr8KW1WMyuRXuPiHrRVmEp4SKCN6K0yywqKVU1joTUqGE9n0GY6ZH3nUczV3b0BxxNS5z2Ngg9_MV93vk9ZJ22rTx-CfVZ5yYJQW23q4flLMfebuS4bWALYQGmqP3Y5UepN4bJhR3xltte2Szm9a81QdVvpLeHnm1HIaVjMczpgjlNdCA74tpP5o_-_8nXpKN0cn4MD_cPzp4Tu5yzLKpg0KbZH0-uw5b4CbN7YtaNik5v-3F8BsegSeM
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEF5VqQRcEE8RWmARcOBgZbO79maREKJNopbSKGqJ2ptZ74MeKjuNU1U58rf4dcz4kQiBuPViyd6xJe_Oa2dn5iPkLYi_ZEElkVP9EEkskxl4l0VaCQXOXHDBY3Hy8SQ5mMkv5_H5FvnV1sJgWmWrEytF7QqLMfIel0rGfQXmrxeatIjpcPxpfhUhghSetLZwGjWLHPnVDWzfyo-HQ1jrd5yPR9_2D6IGYSCyMmHLSErhtTHBmYSBIY95HLjF4lCfJFls4KqccNyHoBNpjdJMWOu1zayG3ZzBRkyg_rcV7oo6ZHtvNJmerCM8TMCfM1n3RBVCs96iBIuBaQnxH1awAgv4yxZUBm78gNxvPFP6uWalh2TL54_I3QYk_WL1mPwcbYrigHC4qFI6aBHoGTisCzorPQUXmO4bg7nUhp4VhVtRhEVa0grn3pcfKCigrAKloCce2MTTU0yhh9vpha9j_NTkjp6aOR1fFjf0eBPELJ-Q2a3M71PSyYvcPyNUBPBdrGaeBS2lyjJrfCyU0K7PYMx0yft2RlPbtDdHlI3LFLY5OPvpZva75M2adl439fgn1R4uzJoCG3FXD4rFj7SRa3jNY0OhgeboC2VKD2LnDBOKW-MynXXJbrusaaMdynTDy13yej0Mco2HNSb3xTXQgCeMSUCaP___J16ROyAI6dfDydEOuccx5aaKEO2SznJx7V-Az7TMXjbMScn325aH35IOLR4
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=Environmental+Drivers+of+Water+Use+for+Caatinga+Woody+Plant+Species%3A+Combining+Remote+Sensing+Phenology+and+Sap+Flow+Measurements&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.date=2021-01-01&rft.pub=MDPI+AG&rft.eissn=2072-4292&rft.volume=13&rft.issue=1&rft.spage=75&rft_id=info:doi/10.3390%2Frs13010075&rft.externalDBID=HAS_PDF_LINK
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-4292&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-4292&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-4292&client=summon