The assessment of climatic, environmental, and socioeconomic aspects of the Brazilian Cerrado

Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components...

Full description

Saved in:
Bibliographic Details
Published inEcological processes Vol. 12; no. 1; p. 19
Main Authors Correia Filho, Washington Luiz Félix, de Oliveira-Júnior, José Francisco, Santiago, Dimas de Barros, Abdo, Hazem Ghassan, Almohamad, Hussein, Al Dughairi, Ahmed Abdullah, da Silva Junior, Carlos Antonio
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2023
Springer Nature B.V
SpringerOpen
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components analysis—PCA). Following the measures of sample adequacy (MSA) and Kaiser–Meyer–Olkin (KMO) tests, seventeen variables were evaluated. Results The MSA revealed that the dataset had a good quality (0.76), and nine variables were selected: elevation, evapotranspiration, active fires, Human Development Index (HDI), land use and land cover (LULC; shrubland and cropland/rainfed), rainfall (spring and autumn), and livestock. The correlation matrix indicated a positive (negative) association between HDI and autumn rainfall (HDI and active fires) with a value of 0.77 (− 0.55). The PCA results determined which three principal components (PC) were adequate for extracting spatial patterns, accounting for 68.02% of the total variance with respective values of 38.59%, 16.89%, and 12.5%. Due to economic development and agribusiness, Cerrado’s northern (central, western, and southern) areas had negative (positive) score HDI values, as shown in PC1. Climatic (rainfall—spring and fall) and environmental (cropland/rainfed and shrubland) aspects dominated the PC2, with negative scores in northern and western portions due to the transition zone between Amazon and Cerrado biomes caused by rainfall variability. On the other hand, environmental aspects (LULC-shrubland and elevation) influenced the PC3; areas with high altitudes (> 500 m) received a higher score. Conclusion Agricultural expansion substantially affected LULC, leading to deforestation-caused suppression of native vegetation.
AbstractList Abstract Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components analysis—PCA). Following the measures of sample adequacy (MSA) and Kaiser–Meyer–Olkin (KMO) tests, seventeen variables were evaluated. Results The MSA revealed that the dataset had a good quality (0.76), and nine variables were selected: elevation, evapotranspiration, active fires, Human Development Index (HDI), land use and land cover (LULC; shrubland and cropland/rainfed), rainfall (spring and autumn), and livestock. The correlation matrix indicated a positive (negative) association between HDI and autumn rainfall (HDI and active fires) with a value of 0.77 (− 0.55). The PCA results determined which three principal components (PC) were adequate for extracting spatial patterns, accounting for 68.02% of the total variance with respective values of 38.59%, 16.89%, and 12.5%. Due to economic development and agribusiness, Cerrado’s northern (central, western, and southern) areas had negative (positive) score HDI values, as shown in PC1. Climatic (rainfall—spring and fall) and environmental (cropland/rainfed and shrubland) aspects dominated the PC2, with negative scores in northern and western portions due to the transition zone between Amazon and Cerrado biomes caused by rainfall variability. On the other hand, environmental aspects (LULC-shrubland and elevation) influenced the PC3; areas with high altitudes (> 500 m) received a higher score. Conclusion Agricultural expansion substantially affected LULC, leading to deforestation-caused suppression of native vegetation.
Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components analysis—PCA). Following the measures of sample adequacy (MSA) and Kaiser–Meyer–Olkin (KMO) tests, seventeen variables were evaluated. Results The MSA revealed that the dataset had a good quality (0.76), and nine variables were selected: elevation, evapotranspiration, active fires, Human Development Index (HDI), land use and land cover (LULC; shrubland and cropland/rainfed), rainfall (spring and autumn), and livestock. The correlation matrix indicated a positive (negative) association between HDI and autumn rainfall (HDI and active fires) with a value of 0.77 (− 0.55). The PCA results determined which three principal components (PC) were adequate for extracting spatial patterns, accounting for 68.02% of the total variance with respective values of 38.59%, 16.89%, and 12.5%. Due to economic development and agribusiness, Cerrado’s northern (central, western, and southern) areas had negative (positive) score HDI values, as shown in PC1. Climatic (rainfall—spring and fall) and environmental (cropland/rainfed and shrubland) aspects dominated the PC2, with negative scores in northern and western portions due to the transition zone between Amazon and Cerrado biomes caused by rainfall variability. On the other hand, environmental aspects (LULC-shrubland and elevation) influenced the PC3; areas with high altitudes (> 500 m) received a higher score. Conclusion Agricultural expansion substantially affected LULC, leading to deforestation-caused suppression of native vegetation.
BACKGROUND: The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components analysis—PCA). Following the measures of sample adequacy (MSA) and Kaiser–Meyer–Olkin (KMO) tests, seventeen variables were evaluated. RESULTS: The MSA revealed that the dataset had a good quality (0.76), and nine variables were selected: elevation, evapotranspiration, active fires, Human Development Index (HDI), land use and land cover (LULC; shrubland and cropland/rainfed), rainfall (spring and autumn), and livestock. The correlation matrix indicated a positive (negative) association between HDI and autumn rainfall (HDI and active fires) with a value of 0.77 (− 0.55). The PCA results determined which three principal components (PC) were adequate for extracting spatial patterns, accounting for 68.02% of the total variance with respective values of 38.59%, 16.89%, and 12.5%. Due to economic development and agribusiness, Cerrado’s northern (central, western, and southern) areas had negative (positive) score HDI values, as shown in PC1. Climatic (rainfall—spring and fall) and environmental (cropland/rainfed and shrubland) aspects dominated the PC2, with negative scores in northern and western portions due to the transition zone between Amazon and Cerrado biomes caused by rainfall variability. On the other hand, environmental aspects (LULC-shrubland and elevation) influenced the PC3; areas with high altitudes (> 500 m) received a higher score. CONCLUSION: Agricultural expansion substantially affected LULC, leading to deforestation-caused suppression of native vegetation.
BackgroundThe Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s climatic, environmental, and socioeconomic aspects using remote sensing data and spatial statistics (correlation analysis and principal components analysis—PCA). Following the measures of sample adequacy (MSA) and Kaiser–Meyer–Olkin (KMO) tests, seventeen variables were evaluated.ResultsThe MSA revealed that the dataset had a good quality (0.76), and nine variables were selected: elevation, evapotranspiration, active fires, Human Development Index (HDI), land use and land cover (LULC; shrubland and cropland/rainfed), rainfall (spring and autumn), and livestock. The correlation matrix indicated a positive (negative) association between HDI and autumn rainfall (HDI and active fires) with a value of 0.77 (− 0.55). The PCA results determined which three principal components (PC) were adequate for extracting spatial patterns, accounting for 68.02% of the total variance with respective values of 38.59%, 16.89%, and 12.5%. Due to economic development and agribusiness, Cerrado’s northern (central, western, and southern) areas had negative (positive) score HDI values, as shown in PC1. Climatic (rainfall—spring and fall) and environmental (cropland/rainfed and shrubland) aspects dominated the PC2, with negative scores in northern and western portions due to the transition zone between Amazon and Cerrado biomes caused by rainfall variability. On the other hand, environmental aspects (LULC-shrubland and elevation) influenced the PC3; areas with high altitudes (> 500 m) received a higher score.ConclusionAgricultural expansion substantially affected LULC, leading to deforestation-caused suppression of native vegetation.
ArticleNumber 19
Author Correia Filho, Washington Luiz Félix
Almohamad, Hussein
Al Dughairi, Ahmed Abdullah
da Silva Junior, Carlos Antonio
Santiago, Dimas de Barros
de Oliveira-Júnior, José Francisco
Abdo, Hazem Ghassan
Author_xml – sequence: 1
  givenname: Washington Luiz Félix
  surname: Correia Filho
  fullname: Correia Filho, Washington Luiz Félix
  organization: Postgraduate Program in Environmentrics (PPGAmb), Institute of Mathematics, Statistics, and Physics (IMEF), Federal University of Rio Grande (FURG)
– sequence: 2
  givenname: José Francisco
  surname: de Oliveira-Júnior
  fullname: de Oliveira-Júnior, José Francisco
  organization: Institute of Atmospheric Sciences (ICAT), Federal University of Alagoas (UFAL), Postgraduate Program in Biosystems Engineering (PGEB), Federal Fluminense University (UFF)
– sequence: 3
  givenname: Dimas de Barros
  surname: Santiago
  fullname: Santiago, Dimas de Barros
  organization: Postgraduate Program in Meteorology, Unidade Acadêmica de Ciências Atmosféricas (UACA), Federal University of Campina Grande (UFCG)
– sequence: 4
  givenname: Hazem Ghassan
  orcidid: 0000-0001-9283-3947
  surname: Abdo
  fullname: Abdo, Hazem Ghassan
  email: hazemabdo@tartous-univ.edu.sy
  organization: Geography Department, Faculty of Arts and Humanities, Tartous University, Geography Department, Faculty of Arts and Humanities, Damascus University, Geography Department, Faculty of Arts and Humanities, Tishreen University
– sequence: 5
  givenname: Hussein
  surname: Almohamad
  fullname: Almohamad, Hussein
  organization: Department of Geography, College of Arabic Language and Social Studies, Qassim University
– sequence: 6
  givenname: Ahmed Abdullah
  surname: Al Dughairi
  fullname: Al Dughairi, Ahmed Abdullah
  organization: Department of Geography, College of Arabic Language and Social Studies, Qassim University
– sequence: 7
  givenname: Carlos Antonio
  surname: da Silva Junior
  fullname: da Silva Junior, Carlos Antonio
  organization: Departamento de Geografia, State University of Mato Grosso (UNEMAT)
BookMark eNp9UU1v1DAQtVCRKEv_AKdIXDg0YHucODnCio9KlbiUI7ImzqR4lbUXO4tUfj2zDQjUQ-dgWzPvPc3zey7OYookxEsl3yjVtW-LAqtsLTXUUhrg84k416rXtbKyP_vv_UxclLKTXL1Rprfn4tvNd6qwFCplT3Gp0lT5OexxCf6yovgz5BRPA5wvK4xjVZIPiXyKaR88Ew_kl3JiLazzPuOvMAeM1ZZyxjG9EE8nnAtd_Lk34uvHDzfbz_X1l09X23fXtW-gWepOtThgOwwSCAeyQEaOQBp5bG2rm8mCnjSRbqDXo6FGK1AW5NB48NzciKtVd0y4c4fMBvKdSxjcfSPlW4eZLc3koJPG-1Z6Mlyy7Q30UzMRjVobPQys9XrVOuT040hlcftQPM0zRkrH4kDxUmBAdwx99QC6S8cc2anTnQSloGXgRnQryudUSqbJ-bDwB6e4ZAyzU9KdYnRrjI5jdPcxOslU_YD619ujJFhJhcHxlvK_rR5h_QYi7a_n
CitedBy_id crossref_primary_10_1016_j_atmosenv_2024_120800
crossref_primary_10_1186_s13717_023_00446_9
crossref_primary_10_1007_s10668_024_05183_3
crossref_primary_10_1111_icad_12801
crossref_primary_10_3390_agriculture14111914
crossref_primary_10_1038_s41612_025_00945_w
crossref_primary_10_1016_j_foodchem_2024_139318
crossref_primary_10_1038_s41598_024_67244_x
crossref_primary_10_1186_s40529_023_00398_5
crossref_primary_10_1016_j_jsames_2023_104583
Cites_doi 10.1177/001316447403400115
10.5194/essd-7-275-2015b
10.5194/nhess-18-125-2018
10.11606/rdg.v35i0.142407
10.1080/15481603.2020.1835080
10.1007/s10113-018-1280-3
10.11606/rdg.v35i0.140068
10.3390/land9010020
10.1007/BF02291817
10.1080/1747423X.2016.1182221
10.1126/sciadv.1701284
10.3390/land10040352
10.5380/abclima.v24i0.60237
10.1007/978-90-481-9618-0_28
10.1016/j.rsase.2021.100662
10.1002/joc.6835
10.3390/su14084668
10.1002/joc.7080
10.1007/s10661-009-0988-4
10.1590/S0103-40142007000100003
10.1007/s11069-016-2355-4
10.1002/eco.1573
10.1016/j.foreco.2020.118889
10.1590/S0103-20032008000200002
10.1590/S0102-77862010000200004
10.1175/WCAS-D-16-0024.1
10.1038/sdata.2018.4
10.33837/msj.v1i8.495
10.1002/joc.7417
10.3390/rs2041057
10.1098/rstb.2015.0435
10.1016/j.jenvman.2020.111707
10.1590/0102-7786351019
10.1590/S0102-77862009000200002
10.1029/2012JG002027
10.1111/gcb.13314
10.1016/j.landusepol.2020.105030
10.1038/sdata.2015.66
10.1111/1365-2664.12559
10.1126/sciadv.aav7336
10.1175/2009JCLI2900.1
10.1080/20964471.2019.1692298
10.1016/j.rsase.2021.100603
10.5194/isprsarchives-XL-7-W3-323-2015
10.1016/j.envsci.2019.04.006
10.5067/MODIS/MOD16A2.006
ContentType Journal Article
Copyright The Author(s) 2023
The Author(s) 2023. This work is published under http://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: The Author(s) 2023
– notice: The Author(s) 2023. This work is published under http://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 C6C
AAYXX
CITATION
8FE
8FH
ABUWG
AEUYN
AFKRA
ATCPS
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
F1W
GNUQQ
H95
HCIFZ
L.G
LK8
M7P
PATMY
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PYCSY
7S9
L.6
DOA
DOI 10.1186/s13717-023-00433-0
DatabaseName Springer Nature OA Free Journals
CrossRef
ProQuest SciTech Collection
ProQuest Natural Science Collection
ProQuest Central (Alumni)
ProQuest One Sustainability (subscription)
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
Biological Science Database
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central Korea
ASFA: Aquatic Sciences and Fisheries Abstracts
ProQuest Central Student
Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources
SciTech Premium Collection
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Biological Science Collection
Biological Science Database
Environmental Science Database
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
Environmental Science Collection
AGRICOLA
AGRICOLA - Academic
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
Biological Science Collection
Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources
ProQuest Central (New)
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
Biological Science Database
ProQuest SciTech Collection
Environmental Science Collection
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Environmental Science Database
ProQuest One Academic
ProQuest One Academic (New)
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList

AGRICOLA
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Ecology
Agriculture
EISSN 2192-1709
EndPage 19
ExternalDocumentID oai_doaj_org_article_3804cc60ce4444069439f5feed2242bb
10_1186_s13717_023_00433_0
GeographicLocations Brazil
Cerrado Biome
GeographicLocations_xml – name: Cerrado Biome
– name: Brazil
GroupedDBID -A0
0R~
4.4
40G
5VS
7XC
8FE
8FH
AAFWJ
AAJSJ
AAKKN
ABEEZ
ACACY
ACGFO
ACGFS
ACPRK
ACULB
ADBBV
ADINQ
AEGXH
AEUYN
AFGXO
AFKRA
AFPKN
AFRAH
AHBYD
AHYZX
AIAGR
ALMA_UNASSIGNED_HOLDINGS
AMKLP
AMTXH
ATCPS
BAPOH
BBNVY
BCNDV
BENPR
BHPHI
C24
C6C
CCPQU
EBLON
EBS
EDH
GROUPED_DOAJ
GX1
HCIFZ
IAO
IEP
ISR
ITC
KQ8
LK8
M7P
M~E
OK1
PATMY
PIMPY
PROAC
PYCSY
RNS
RSV
SEV
SOJ
-SB
-S~
AASML
AAXDM
AAYXX
CAJEB
CITATION
PHGZM
PHGZT
Q--
U1G
U5L
ABUWG
AZQEC
DWQXO
F1W
GNUQQ
H95
L.G
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7S9
L.6
PUEGO
ID FETCH-LOGICAL-c535t-816aba6bb03eabe73e40d3e2ac5377625f732f2ee25392d4e52131730b5c3c253
IEDL.DBID BENPR
ISSN 2192-1709
IngestDate Wed Aug 27 01:22:05 EDT 2025
Thu Jul 10 18:19:24 EDT 2025
Fri Jul 25 11:10:07 EDT 2025
Tue Jul 01 00:51:52 EDT 2025
Thu Apr 24 23:10:12 EDT 2025
Fri Feb 21 02:43:39 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Active fire
Environment
Agribusiness
Land use and land cover
Human Development Index
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c535t-816aba6bb03eabe73e40d3e2ac5377625f732f2ee25392d4e52131730b5c3c253
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0001-9283-3947
OpenAccessLink https://www.proquest.com/docview/2803113634?pq-origsite=%requestingapplication%
PQID 2803113634
PQPubID 2034775
PageCount 1
ParticipantIDs doaj_primary_oai_doaj_org_article_3804cc60ce4444069439f5feed2242bb
proquest_miscellaneous_3153734328
proquest_journals_2803113634
crossref_citationtrail_10_1186_s13717_023_00433_0
crossref_primary_10_1186_s13717_023_00433_0
springer_journals_10_1186_s13717_023_00433_0
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-12-01
PublicationDateYYYYMMDD 2023-12-01
PublicationDate_xml – month: 12
  year: 2023
  text: 2023-12-01
  day: 01
PublicationDecade 2020
PublicationPlace Berlin/Heidelberg
PublicationPlace_xml – name: Berlin/Heidelberg
– name: Heidelberg
PublicationTitle Ecological processes
PublicationTitleAbbrev Ecol Process
PublicationYear 2023
Publisher Springer Berlin Heidelberg
Springer Nature B.V
SpringerOpen
Publisher_xml – name: Springer Berlin Heidelberg
– name: Springer Nature B.V
– name: SpringerOpen
References Nielsen, Cataldi, Belém, Albuquerque (CR40) 2016; 83
Funk, Verdin, Michaelsen, Peterson, Pedreros, Husak (CR24) 2015; 7
Rudorff, de Aguiar, da Silva (CR48) 2010; 2
Valadão, De Brito, Helena, Teixeira, Silva (CR63) 2017; 8
Garcia, Ballester (CR25) 2016; 11
Funk, Peterson, Landsfeld, Pedreros, Verdin, Shukla, Husak, Rowland, Harrison, Hoell, Michaelsen (CR23) 2015; 2
Cunha, Lima, Gomes, Braga (CR18) 2008; 46
Magalhães, de Paula Pereira, Calijuri, do Carmo Alves, dos Santos, Lorentz (CR35) 2020; 99
Silva Junior, Anderson, Oliveira, de Aragão, Rodrigues (CR57) 2018; 35
Santos, Correia Filho, Batista, Oliveira-Júnior, Santiago (CR55) 2020
Correia Filho, de Oliveira-Júnior, da Silva Junior, Santiago (CR13) 2022; 42
Salazar Pessôa (CR50) 2020; 9
Wilks (CR64) 2011
Sano, Rosa, Brito, Ferreira (CR51) 2010; 166
Alves, Rosa (CR4) 2019; 8
Rocha, Ferreira, Ferreira, Ferreira (CR47) 2011; 63
Kaiser, Rice (CR31) 1974; 34
Souza, Galvão, Korting, Prieto (CR61) 2020; 57
Becerra, Shimabukuro, Santos Alvalá (CR6) 2009; 24
Mataveli, Silva, Pereira (CR37) 2018; 18
Picoli, Rorato, Leitão, Camara, Maciel, Hostert, Sanches (CR44) 2020; 9
Santos, Pereira, Rocha (CR54) 2014; 24
Palharini, Vila, Rodrigues, Palharini, Mattos, Pedra (CR43) 2021; 23
Costa, Pereira, Siqueira, da Silva Cardozo, Da Silva (CR15) 2019
CR49
Marinho, de Gois, de Oliveira (CR36) 2021; 280
Soterroni, Ramos, Mosnier (CR59) 2019; 5
CR45
Abdo (CR1) 2018; 18
Assis, Escada, Amaral (CR5) 2021; 10
Dias, Pimenta, Santos, Costa, Ladle (CR19) 2016; 22
Oliveira, Soares-Filho, de Souza Costa, Gomes, Bustamante, Miranda (CR41) 2021; 482
Kaiser (CR30) 1970; 35
Correia Filho, De Oliveira-Júnior, Santiago (CR12) 2019; 3
Abdo, Almohamad, Al Dughairi, Al-Mutiry (CR2) 2022; 14
Abreu, Hoffmann, Vasconcelos, Pilon, Rossatto, Durigan (CR3) 2017; 3
Correia Filho (CR14) 2022; 25
Buainain, Garcia (CR8) 2015; 23
Mukaka (CR38) 2012; 24
Spangler, Lynch, Spera (CR62) 2017; 9
Goldemberg, Lucon (CR67) 2007; 21
CR17
Hunke, Mueller, Schröder, Zeilhofer (CR28) 2015; 8
Reboita, Gan, Rocha, Ambrizzi (CR46) 2010; 25
Correia Filho, dos Santos, Diogo, de Amorim (CR11) 2018; 35
Oliveira-Júnior, da Silva, Teodoro (CR42) 2021; 41
Costa, Oliveira-Júnior, Santos, Correia Filho, Gois, Blanco, Teodoro, Silva Junior, Santiago, Souza, Jardim (CR16) 2021; 41
Souza, Martins, Druciaki (CR60) 2020; 9
CR52
Silva Junior, Costa, Rossi (CR58) 2019; 101
Karnieli (CR32) 2010; 24
Goulden, Anderson, Bales, Kelly, Meadows, Winston (CR26) 2012; 117
Kummu, Taka, Guillaume (CR34) 2018; 5
Durigan, Ratter (CR20) 2016; 53
Santos, Júnior, Ferreira (CR53) 2011; 5
Campos, Chaves (CR9) 2020; 35
CR29
Kogan, Guo, Jelenak (CR33) 2011
Corrar, Paulo, Dias Filho (CR10) 2007
CR27
CR21
Espírito-Santo, Leite, Silva, Barbosa, Rocha, Anaya, Dupin (CR22) 2016; 371
CR100
Nascimento, Novais (CR39) 2020; 9
Silva, Júnior, dos Anjos, Miziara (CR56) 2013; 7
Bontemps, Boettcher, Brockmann (CR7) 2015; 40
G Durigan (433_CR20) 2016; 53
433_CR49
AM Buainain (433_CR8) 2015; 23
433_CR45
AA Souza (433_CR61) 2020; 57
P Hunke (433_CR28) 2015; 8
MC Picoli (433_CR44) 2020; 9
LC Dias (433_CR19) 2016; 22
WLF Correia Filho (433_CR11) 2018; 35
JC Costa (433_CR15) 2019
HF Kaiser (433_CR31) 1974; 34
EE Sano (433_CR51) 2010; 166
HG Abdo (433_CR2) 2022; 14
GAV Mataveli (433_CR37) 2018; 18
C Funk (433_CR23) 2015; 2
BFT Rudorff (433_CR48) 2010; 2
WLF Correia Filho (433_CR12) 2019; 3
433_CR100
CB Santos (433_CR55) 2020
V Salazar Pessôa (433_CR50) 2020; 9
HF Kaiser (433_CR30) 1970; 35
MM Mukaka (433_CR38) 2012; 24
AS Garcia (433_CR25) 2016; 11
RSA Palharini (433_CR43) 2021; 23
U Oliveira (433_CR41) 2021; 482
RCR Abreu (433_CR3) 2017; 3
JF Oliveira-Júnior (433_CR42) 2021; 41
M Kummu (433_CR34) 2018; 5
433_CR29
AC Soterroni (433_CR59) 2019; 5
WLF Correia Filho (433_CR13) 2022; 42
WLF Correia Filho (433_CR14) 2022; 25
JAB Becerra (433_CR6) 2009; 24
MDS Costa (433_CR16) 2021; 41
433_CR27
A Karnieli (433_CR32) 2010; 24
433_CR21
MM Espírito-Santo (433_CR22) 2016; 371
IB Magalhães (433_CR35) 2020; 99
MS Reboita (433_CR46) 2010; 25
PJP Alves (433_CR4) 2019; 8
GF Rocha (433_CR47) 2011; 63
LJ Corrar (433_CR10) 2007
D Nascimento (433_CR39) 2020; 9
PR Santos (433_CR54) 2014; 24
433_CR17
NRDS Cunha (433_CR18) 2008; 46
S Bontemps (433_CR7) 2015; 40
CHL Silva Junior (433_CR57) 2018; 35
RM Valadão (433_CR63) 2017; 8
DS Wilks (433_CR64) 2011
EB Silva (433_CR56) 2013; 7
NBF Santos (433_CR53) 2011; 5
433_CR52
ML Goulden (433_CR26) 2012; 117
KR Spangler (433_CR62) 2017; 9
C Funk (433_CR24) 2015; 7
AAR Marinho (433_CR36) 2021; 280
DM Nielsen (433_CR40) 2016; 83
TO Assis (433_CR5) 2021; 10
J Goldemberg (433_CR67) 2007; 21
CA Silva Junior (433_CR58) 2019; 101
JO Campos (433_CR9) 2020; 35
F Kogan (433_CR33) 2011
J Souza (433_CR60) 2020; 9
HG Abdo (433_CR1) 2018; 18
References_xml – ident: CR45
– volume: 34
  start-page: 111
  issue: 11
  year: 1974
  end-page: 117
  ident: CR31
  article-title: Little jiffy, mark IV
  publication-title: Educ Psychol Meas
  doi: 10.1177/001316447403400115
– volume: 7
  start-page: 275
  issue: 2
  year: 2015
  end-page: 287
  ident: CR24
  article-title: Global satellite-assisted precipitation climatology
  publication-title: Earth Syst Sci Data
  doi: 10.5194/essd-7-275-2015b
– ident: CR49
– volume: 18
  start-page: 125
  issue: 1
  year: 2018
  end-page: 144
  ident: CR37
  article-title: Satellite observations for describing fire patterns and climate-related fire drivers in the Brazilian savannas
  publication-title: Nat Hazard Earth Syst Sci
  doi: 10.5194/nhess-18-125-2018
– volume: 35
  start-page: 1
  year: 2018
  end-page: 14
  ident: CR57
  article-title: Dinâmica das Queimadas no Cerrado do Estado do Maranhão, Nordeste do Brasil
  publication-title: Revista Do Departamento De Geografia
  doi: 10.11606/rdg.v35i0.142407
– volume: 57
  start-page: 965
  year: 2020
  end-page: 984
  ident: CR61
  article-title: Dynamics of savanna clearing and land degradation in the newest agricultural frontier in Brazil
  publication-title: GISci Remote Sens
  doi: 10.1080/15481603.2020.1835080
– volume: 18
  start-page: 1707
  issue: 6
  year: 2018
  end-page: 1719
  ident: CR1
  article-title: Impacts of war in Syria on vegetation dynamics and erosion risks in Safita area, Tartous, Syria
  publication-title: Reg Environ Change
  doi: 10.1007/s10113-018-1280-3
– volume: 35
  start-page: 102
  year: 2018
  end-page: 112
  ident: CR11
  article-title: Diagnóstico da Precipitação e EVI em Dois Eventos de Seca no Nordeste do Brasil
  publication-title: Revista do Departamento de Geografia
  doi: 10.11606/rdg.v35i0.140068
– ident: CR29
– volume: 9
  start-page: 20
  issue: 1
  year: 2020
  ident: CR44
  article-title: Impacts of public and private sector policies on soybean and pasture expansion in Mato Grosso—Brazil from 2001 to 2017
  publication-title: Land
  doi: 10.3390/land9010020
– volume: 35
  start-page: 401
  issue: 4
  year: 1970
  end-page: 415
  ident: CR30
  article-title: A second generation little jiffy
  publication-title: Psychometrika
  doi: 10.1007/BF02291817
– volume: 11
  start-page: 538
  issue: 5
  year: 2016
  end-page: 559
  ident: CR25
  article-title: Land cover and land use changes in a Brazilian Cerrado landscape: drivers, processes, and patterns
  publication-title: J Land Use Sci
  doi: 10.1080/1747423X.2016.1182221
– volume: 3
  issue: 8
  year: 2017
  ident: CR3
  article-title: The biodiversity cost of carbon sequestration in tropical savanna
  publication-title: Sci Adv
  doi: 10.1126/sciadv.1701284
– volume: 10
  start-page: 352
  issue: 4
  year: 2021
  ident: CR5
  article-title: Effects of deforestation over the Cerrado landscape: a study in the Bahia frontier
  publication-title: Land
  doi: 10.3390/land10040352
– year: 2019
  ident: CR15
  article-title: Validação dos Dados de Precipitação Estimados pelo CHIRPS para o Brasil
  publication-title: Revista Brasileira de Climatologia
  doi: 10.5380/abclima.v24i0.60237
– ident: CR21
– start-page: 247
  year: 2011
  end-page: 255
  ident: CR33
  article-title: Global vegetation health: long-term data records
  publication-title: Use of satellite and in-situ data to improve sustainability
  doi: 10.1007/978-90-481-9618-0_28
– volume: 25
  year: 2022
  ident: CR14
  article-title: The influence of urban expansion in the socioeconomic, demographic, and environmental indicators in the City of Arapiraca-Alagoas, Brazil
  publication-title: Remote Sens Appl Soc Environ
  doi: 10.1016/j.rsase.2021.100662
– start-page: 350
  year: 2020
  end-page: 356
  ident: CR55
  publication-title: Estimativa da Evapotranspiração Potencial para o Cerrado Nordestino Brasileiro. Meteorologia e Recursos Naturais: Estudos Aplicados
– volume: 41
  start-page: E2111
  year: 2021
  end-page: E2135
  ident: CR16
  article-title: Rainfall extremes and drought in Northeast Brazil and its relationship with El Niño-Southern Oscillation
  publication-title: Int J Climatol
  doi: 10.1002/joc.6835
– volume: 9
  issue: 2
  year: 2020
  ident: CR50
  article-title: O paradoxo da Revolução Verde no Cerrado
  publication-title: Élisée - Revista De Geografia Da UEG
– volume: 9
  issue: 2
  year: 2020
  ident: CR60
  article-title: Uso e cobertura do solo no Cerrado: panorama do período de 1985 a 2018
  publication-title: Élisée - Revista De Geografia Da UEG
– volume: 14
  start-page: 4668
  issue: 8
  year: 2022
  ident: CR2
  article-title: GIS-based frequency ratio and analytic hierarchy process for forest fire susceptibility mapping in the western region of Syria
  publication-title: Sustainability
  doi: 10.3390/su14084668
– volume: 41
  start-page: 4478
  year: 2021
  end-page: 4493
  ident: CR42
  article-title: Confronting CHIRPS dataset and in situ stations in the detection of wet and drought conditions in the Brazilian Midwest
  publication-title: Int J Climatol
  doi: 10.1002/joc.7080
– volume: 166
  start-page: 113
  issue: 1
  year: 2010
  end-page: 124
  ident: CR51
  article-title: Land cover mapping of the tropical Savanna region in Brazil
  publication-title: Environ Monit Assess
  doi: 10.1007/s10661-009-0988-4
– volume: 24
  start-page: 69
  issue: 3
  year: 2012
  end-page: 71
  ident: CR38
  article-title: A guide to appropriate use of correlation coefficient in medical research
  publication-title: Malawi Med J
– volume: 8
  start-page: 150
  issue: 2
  year: 2019
  end-page: 155
  ident: CR4
  article-title: Consciência ecológica na escola: um estudo de caso sobre o ensino - aprendizagem do bioma cerrado na escola pública
  publication-title: Revista Eixo
– start-page: 704
  year: 2011
  ident: CR64
  publication-title: Statistical methods in the atmospheric sciences
– volume: 21
  start-page: 7
  issue: 59
  year: 2007
  end-page: 20
  ident: CR67
  article-title: Energia e meio ambiente no Brasil
  publication-title: Estudos Avançados
  doi: 10.1590/S0103-40142007000100003
– volume: 83
  start-page: 909
  year: 2016
  end-page: 928
  ident: CR40
  article-title: Local indices for the South American monsoon system and its impacts on Southeast Brazilian precipitation patterns
  publication-title: Nat Hazards
  doi: 10.1007/s11069-016-2355-4
– volume: 8
  start-page: 1154
  issue: 6
  year: 2015
  end-page: 1180
  ident: CR28
  article-title: The Brazilian Cerrado: assessment of water and soil degradation in catchments under intensive agricultural use
  publication-title: Ecohydrology
  doi: 10.1002/eco.1573
– volume: 482
  year: 2021
  ident: CR41
  article-title: Modeling fuel loads dynamics and fire spread probability in the Brazilian Cerrado
  publication-title: For Ecol Manag
  doi: 10.1016/j.foreco.2020.118889
– start-page: 344
  year: 2007
  ident: CR10
  publication-title: Análise Multivariada - Para os Cursos de Administraçao, Ciências Contábeis e Economia
– volume: 46
  start-page: 291
  issue: 2
  year: 2008
  end-page: 323
  ident: CR18
  article-title: A intensidade da exploração agropecuária como indicador da degradação ambiental na região dos Cerrados, Brasil
  publication-title: Rev Econ Sociol Rural
  doi: 10.1590/S0103-20032008000200002
– ident: CR100
– volume: 25
  start-page: 185
  year: 2010
  end-page: 204
  ident: CR46
  article-title: Regimes de precipitação na América do Sul: uma revisão bibliográfica
  publication-title: Rev Bras Meteorol
  doi: 10.1590/S0102-77862010000200004
– volume: 7
  start-page: 174
  issue: 1
  year: 2013
  end-page: 209
  ident: CR56
  article-title: Análise da distribuição espaço-temporal das pastagens cultivadas no bioma Cerrado entre 1970 e 2006
  publication-title: RevistaIDeAS
– volume: 9
  start-page: 201
  issue: 2
  year: 2017
  end-page: 213
  ident: CR62
  article-title: Precipitation drivers of cropping frequency in the Brazilian Cerrado: evidence and implications for decision-making
  publication-title: Weather Clim Soc
  doi: 10.1175/WCAS-D-16-0024.1
– volume: 9
  issue: 2
  year: 2020
  ident: CR39
  article-title: Clima do Cerrado: dinâmica atmosférica e características, variabilidades e tipologias climáticas
  publication-title: Élisée - Revista De Geografia Da UEG
– volume: 5
  start-page: 1
  issue: 1
  year: 2018
  end-page: 15
  ident: CR34
  article-title: Gridded global datasets for gross domestic product and Human Development Index over 1990–2015
  publication-title: Sci Data
  doi: 10.1038/sdata.2018.4
– volume: 8
  start-page: 32
  issue: 1
  year: 2017
  ident: CR63
  article-title: Distribuição de quelônios no Cerrado brasileiro
  publication-title: Multi-Sci J
  doi: 10.33837/msj.v1i8.495
– volume: 24
  start-page: 133
  issue: 1
  year: 2014
  end-page: 142
  ident: CR54
  article-title: Análise da distribuição espacial dos focos de queimadas para o bioma Cerrado (2002–2012)
  publication-title: Caderno de Geografia
– volume: 42
  start-page: 3308
  issue: 6
  year: 2022
  end-page: 3322
  ident: CR13
  article-title: Influence of the El Niño-Southern oscillation and the sypnotic systems on the rainfall variability over the Brazilian Cerrado via Climate Hazard Group InfraRed precipitation with station data
  publication-title: Int J Climatol
  doi: 10.1002/joc.7417
– volume: 2
  start-page: 1057
  year: 2010
  end-page: 1076
  ident: CR48
  article-title: Studies on the rapid expansion of sugarcane for ethanol production in São Paulo state (Brazil) using Landsat data
  publication-title: Remote Sens
  doi: 10.3390/rs2041057
– volume: 371
  start-page: 20150435
  issue: 1703
  year: 2016
  ident: CR22
  article-title: Understanding patterns of land-cover change in the Brazilian Cerrado from 2000 to 2015
  publication-title: Philos Trans R Soc B Biol Sci
  doi: 10.1098/rstb.2015.0435
– volume: 5
  start-page: 283
  issue: 1
  year: 2011
  end-page: 292
  ident: CR53
  article-title: Caracterização Socioeconômica do Cerrado
  publication-title: Ateliê Geográfico
– ident: CR27
– volume: 280
  year: 2021
  ident: CR36
  article-title: Temporal record and spatial distribution of fire foci in State of Minas Gerais, Brazil
  publication-title: J Environ Manag
  doi: 10.1016/j.jenvman.2020.111707
– volume: 35
  start-page: 157
  issue: 1
  year: 2020
  end-page: 169
  ident: CR9
  article-title: Tendências e Variabilidades nas Séries Históricas de Precipitação Mensal e Anual no Bioma Cerrado no Período 1977–2010
  publication-title: Revista Brasileira de Meteorologia
  doi: 10.1590/0102-7786351019
– volume: 24
  start-page: 125
  issue: 2
  year: 2009
  end-page: 134
  ident: CR6
  article-title: Relação do padrão sazonal da vegetação com a precipitação na região de cerrado da Amazônia Legal, usando índices espectrais de vegetação
  publication-title: Revista Brasileira de Meteorologia
  doi: 10.1590/S0102-77862009000200002
– volume: 63
  start-page: 341
  issue: 3
  year: 2011
  end-page: 349
  ident: CR47
  article-title: Detecção de desmatamentos no bioma Cerrado entre 2002 e 2009: padrões, tendências e impactos
  publication-title: Rev Bras Cartogr
– volume: 117
  start-page: G03028
  year: 2012
  ident: CR26
  article-title: Evapotranspiration along an elevation gradient in California’s Sierra Nevada
  publication-title: J Geophys Res Biogeosci
  doi: 10.1029/2012JG002027
– ident: CR52
– ident: CR17
– volume: 22
  start-page: 2887
  issue: 8
  year: 2016
  end-page: 2903
  ident: CR19
  article-title: Patterns of land use, extensification, and intensification of Brazilian agriculture
  publication-title: Glob Change Biol
  doi: 10.1111/gcb.13314
– volume: 99
  year: 2020
  ident: CR35
  article-title: Brazilian Cerrado and Soy moratorium: effects on Biome preservation and consequences on grain production
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2020.105030
– volume: 2
  start-page: 10
  issue: 1
  year: 2015
  end-page: 66
  ident: CR23
  article-title: The climate hazards infrared precipitation with record for monitoring extremes
  publication-title: Sci Data
  doi: 10.1038/sdata.2015.66
– volume: 53
  start-page: 11
  issue: 1
  year: 2016
  end-page: 15
  ident: CR20
  article-title: The need for a consistent fire policy for Cerrado conservation
  publication-title: J Appl Ecol
  doi: 10.1111/1365-2664.12559
– volume: 5
  issue: 7
  year: 2019
  ident: CR59
  article-title: Expanding the soy moratorium to Brazil’s Cerrado
  publication-title: Sci Adv
  doi: 10.1126/sciadv.aav7336
– volume: 24
  start-page: 618
  year: 2010
  end-page: 633
  ident: CR32
  article-title: Use of NDVI and land surface temperature for drought assessment: merits and limitations
  publication-title: J Clim Am Meteorol Soc
  doi: 10.1175/2009JCLI2900.1
– volume: 3
  start-page: 315
  issue: 4
  year: 2019
  end-page: 337
  ident: CR12
  article-title: Rainfall variability in the Brazilian northeast biomes and their interactions with meteorological systems and ENSO via CHELSA product
  publication-title: Big Earth Data
  doi: 10.1080/20964471.2019.1692298
– volume: 23
  year: 2021
  ident: CR43
  article-title: Assessment of extreme rainfall estimates from satellite-based: regional analysis
  publication-title: Remote Sens Appl Soc Environ
  doi: 10.1016/j.rsase.2021.100603
– volume: 40
  start-page: 323
  year: 2015
  end-page: 328
  ident: CR7
  article-title: Multi-year global land cover mapping at 300 m and characterization for climate modelling: achievements of the land cover component of the ESA climate change initiative
  publication-title: ISPRS Arch
  doi: 10.5194/isprsarchives-XL-7-W3-323-2015
– volume: 23
  start-page: 166
  issue: 1
  year: 2015
  end-page: 195
  ident: CR8
  article-title: Evolução recente do agronegócio no cerrado nordestino
  publication-title: Estudos Sociedade e Agricultura
– volume: 101
  start-page: 383
  year: 2019
  end-page: 392
  ident: CR58
  article-title: Remote sensing for updating the boundaries between the Brazilian Cerrado-Amazonia biomes
  publication-title: Environ Sci Policy
  doi: 10.1016/j.envsci.2019.04.006
– ident: 433_CR17
– volume: 14
  start-page: 4668
  issue: 8
  year: 2022
  ident: 433_CR2
  publication-title: Sustainability
  doi: 10.3390/su14084668
– start-page: 704
  volume-title: Statistical methods in the atmospheric sciences
  year: 2011
  ident: 433_CR64
– volume: 24
  start-page: 69
  issue: 3
  year: 2012
  ident: 433_CR38
  publication-title: Malawi Med J
– volume: 24
  start-page: 618
  year: 2010
  ident: 433_CR32
  publication-title: J Clim Am Meteorol Soc
  doi: 10.1175/2009JCLI2900.1
– volume: 21
  start-page: 7
  issue: 59
  year: 2007
  ident: 433_CR67
  publication-title: Estudos Avançados
  doi: 10.1590/S0103-40142007000100003
– volume: 8
  start-page: 1154
  issue: 6
  year: 2015
  ident: 433_CR28
  publication-title: Ecohydrology
  doi: 10.1002/eco.1573
– volume: 9
  start-page: 201
  issue: 2
  year: 2017
  ident: 433_CR62
  publication-title: Weather Clim Soc
  doi: 10.1175/WCAS-D-16-0024.1
– volume: 3
  start-page: 315
  issue: 4
  year: 2019
  ident: 433_CR12
  publication-title: Big Earth Data
  doi: 10.1080/20964471.2019.1692298
– volume: 35
  start-page: 401
  issue: 4
  year: 1970
  ident: 433_CR30
  publication-title: Psychometrika
  doi: 10.1007/BF02291817
– start-page: 247
  volume-title: Use of satellite and in-situ data to improve sustainability
  year: 2011
  ident: 433_CR33
  doi: 10.1007/978-90-481-9618-0_28
– volume: 280
  year: 2021
  ident: 433_CR36
  publication-title: J Environ Manag
  doi: 10.1016/j.jenvman.2020.111707
– ident: 433_CR27
– volume: 99
  year: 2020
  ident: 433_CR35
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2020.105030
– volume: 8
  start-page: 150
  issue: 2
  year: 2019
  ident: 433_CR4
  publication-title: Revista Eixo
– volume: 18
  start-page: 125
  issue: 1
  year: 2018
  ident: 433_CR37
  publication-title: Nat Hazard Earth Syst Sci
  doi: 10.5194/nhess-18-125-2018
– volume: 25
  year: 2022
  ident: 433_CR14
  publication-title: Remote Sens Appl Soc Environ
  doi: 10.1016/j.rsase.2021.100662
– volume: 35
  start-page: 157
  issue: 1
  year: 2020
  ident: 433_CR9
  publication-title: Revista Brasileira de Meteorologia
  doi: 10.1590/0102-7786351019
– volume: 23
  start-page: 166
  issue: 1
  year: 2015
  ident: 433_CR8
  publication-title: Estudos Sociedade e Agricultura
– volume: 5
  start-page: 283
  issue: 1
  year: 2011
  ident: 433_CR53
  publication-title: Ateliê Geográfico
– volume: 46
  start-page: 291
  issue: 2
  year: 2008
  ident: 433_CR18
  publication-title: Rev Econ Sociol Rural
  doi: 10.1590/S0103-20032008000200002
– volume: 2
  start-page: 1057
  year: 2010
  ident: 433_CR48
  publication-title: Remote Sens
  doi: 10.3390/rs2041057
– volume: 34
  start-page: 111
  issue: 11
  year: 1974
  ident: 433_CR31
  publication-title: Educ Psychol Meas
  doi: 10.1177/001316447403400115
– volume: 9
  issue: 2
  year: 2020
  ident: 433_CR50
  publication-title: Élisée - Revista De Geografia Da UEG
– start-page: 344
  volume-title: Análise Multivariada - Para os Cursos de Administraçao, Ciências Contábeis e Economia
  year: 2007
  ident: 433_CR10
– volume: 9
  issue: 2
  year: 2020
  ident: 433_CR60
  publication-title: Élisée - Revista De Geografia Da UEG
– volume: 5
  start-page: 1
  issue: 1
  year: 2018
  ident: 433_CR34
  publication-title: Sci Data
  doi: 10.1038/sdata.2018.4
– volume: 53
  start-page: 11
  issue: 1
  year: 2016
  ident: 433_CR20
  publication-title: J Appl Ecol
  doi: 10.1111/1365-2664.12559
– volume: 371
  start-page: 20150435
  issue: 1703
  year: 2016
  ident: 433_CR22
  publication-title: Philos Trans R Soc B Biol Sci
  doi: 10.1098/rstb.2015.0435
– volume: 7
  start-page: 275
  issue: 2
  year: 2015
  ident: 433_CR24
  publication-title: Earth Syst Sci Data
  doi: 10.5194/essd-7-275-2015b
– start-page: 350
  volume-title: Estimativa da Evapotranspiração Potencial para o Cerrado Nordestino Brasileiro. Meteorologia e Recursos Naturais: Estudos Aplicados
  year: 2020
  ident: 433_CR55
– volume: 35
  start-page: 1
  year: 2018
  ident: 433_CR57
  publication-title: Revista Do Departamento De Geografia
  doi: 10.11606/rdg.v35i0.142407
– volume: 5
  issue: 7
  year: 2019
  ident: 433_CR59
  publication-title: Sci Adv
  doi: 10.1126/sciadv.aav7336
– ident: 433_CR21
– volume: 41
  start-page: 4478
  year: 2021
  ident: 433_CR42
  publication-title: Int J Climatol
  doi: 10.1002/joc.7080
– volume: 11
  start-page: 538
  issue: 5
  year: 2016
  ident: 433_CR25
  publication-title: J Land Use Sci
  doi: 10.1080/1747423X.2016.1182221
– ident: 433_CR29
– volume: 35
  start-page: 102
  year: 2018
  ident: 433_CR11
  publication-title: Revista do Departamento de Geografia
  doi: 10.11606/rdg.v35i0.140068
– volume: 41
  start-page: E2111
  year: 2021
  ident: 433_CR16
  publication-title: Int J Climatol
  doi: 10.1002/joc.6835
– volume: 83
  start-page: 909
  year: 2016
  ident: 433_CR40
  publication-title: Nat Hazards
  doi: 10.1007/s11069-016-2355-4
– volume: 25
  start-page: 185
  year: 2010
  ident: 433_CR46
  publication-title: Rev Bras Meteorol
  doi: 10.1590/S0102-77862010000200004
– volume: 9
  start-page: 20
  issue: 1
  year: 2020
  ident: 433_CR44
  publication-title: Land
  doi: 10.3390/land9010020
– volume: 23
  year: 2021
  ident: 433_CR43
  publication-title: Remote Sens Appl Soc Environ
  doi: 10.1016/j.rsase.2021.100603
– volume: 101
  start-page: 383
  year: 2019
  ident: 433_CR58
  publication-title: Environ Sci Policy
  doi: 10.1016/j.envsci.2019.04.006
– volume: 24
  start-page: 125
  issue: 2
  year: 2009
  ident: 433_CR6
  publication-title: Revista Brasileira de Meteorologia
  doi: 10.1590/S0102-77862009000200002
– volume: 3
  issue: 8
  year: 2017
  ident: 433_CR3
  publication-title: Sci Adv
  doi: 10.1126/sciadv.1701284
– ident: 433_CR45
– volume: 166
  start-page: 113
  issue: 1
  year: 2010
  ident: 433_CR51
  publication-title: Environ Monit Assess
  doi: 10.1007/s10661-009-0988-4
– ident: 433_CR100
– volume: 63
  start-page: 341
  issue: 3
  year: 2011
  ident: 433_CR47
  publication-title: Rev Bras Cartogr
– year: 2019
  ident: 433_CR15
  publication-title: Revista Brasileira de Climatologia
  doi: 10.5380/abclima.v24i0.60237
– volume: 2
  start-page: 10
  issue: 1
  year: 2015
  ident: 433_CR23
  publication-title: Sci Data
  doi: 10.1038/sdata.2015.66
– volume: 9
  issue: 2
  year: 2020
  ident: 433_CR39
  publication-title: Élisée - Revista De Geografia Da UEG
– ident: 433_CR49
  doi: 10.5067/MODIS/MOD16A2.006
– ident: 433_CR52
– volume: 482
  year: 2021
  ident: 433_CR41
  publication-title: For Ecol Manag
  doi: 10.1016/j.foreco.2020.118889
– volume: 42
  start-page: 3308
  issue: 6
  year: 2022
  ident: 433_CR13
  publication-title: Int J Climatol
  doi: 10.1002/joc.7417
– volume: 117
  start-page: G03028
  year: 2012
  ident: 433_CR26
  publication-title: J Geophys Res Biogeosci
  doi: 10.1029/2012JG002027
– volume: 22
  start-page: 2887
  issue: 8
  year: 2016
  ident: 433_CR19
  publication-title: Glob Change Biol
  doi: 10.1111/gcb.13314
– volume: 10
  start-page: 352
  issue: 4
  year: 2021
  ident: 433_CR5
  publication-title: Land
  doi: 10.3390/land10040352
– volume: 24
  start-page: 133
  issue: 1
  year: 2014
  ident: 433_CR54
  publication-title: Caderno de Geografia
– volume: 40
  start-page: 323
  year: 2015
  ident: 433_CR7
  publication-title: ISPRS Arch
  doi: 10.5194/isprsarchives-XL-7-W3-323-2015
– volume: 57
  start-page: 965
  year: 2020
  ident: 433_CR61
  publication-title: GISci Remote Sens
  doi: 10.1080/15481603.2020.1835080
– volume: 18
  start-page: 1707
  issue: 6
  year: 2018
  ident: 433_CR1
  publication-title: Reg Environ Change
  doi: 10.1007/s10113-018-1280-3
– volume: 7
  start-page: 174
  issue: 1
  year: 2013
  ident: 433_CR56
  publication-title: RevistaIDeAS
– volume: 8
  start-page: 32
  issue: 1
  year: 2017
  ident: 433_CR63
  publication-title: Multi-Sci J
  doi: 10.33837/msj.v1i8.495
SSID ssj0000941497
Score 2.3043103
Snippet Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s...
BackgroundThe Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s...
BACKGROUND: The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian Cerrado’s...
Abstract Background The Cerrado is the most biodiverse savanna and maintains other biomes. Aware of its significance, this paper evaluated the Brazilian...
SourceID doaj
proquest
crossref
springer
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 19
SubjectTerms Active fire
Adequacy
Agribusiness
Agricultural expansion
Agricultural land
Agriculture
Autumn
cerrado
Components
Correlation analysis
cropland
data collection
Deforestation
Earth and Environmental Science
Economic development
Ecosystems
Environment
Environmental aspects
Environmental assessment
Evaluation
Evapotranspiration
Fires
Forest & brush fires
High altitude
human development
Human Development Index
indigenous species
Land cover
Land use
Land use and land cover
land use and land cover maps
Livestock
Precipitation
Principal components analysis
rain
Rainfall
Remote sensing
savannas
Shrublands
Social factors
Socioeconomic aspects
Socioeconomic factors
Socioeconomics
Spatial analysis
Spring
Spring (season)
Statistical analysis
Statistical methods
Transition zone
variance
Vegetation
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA4iCF7EJ9YXEby5xTaPth51WREPnlzYi4RJmoKytLK7HvTXO5N211VQL_bQQx4lzEwy3zTzYOysKtHEyTMyS_AIVCKBuBCg40uoSusEIiQbHGTvs9uhuhvp0VKpL_IJa9MDt4S7kEWinMsS5xU-FKYpLytd4dGOykdYS6cv6rwlY-q59ZdD6J_Po2SK7GKaSrRcYlRRMd1-4fuLJgoJ-7-gzG8Xo0Hf3GyyjQ4o8qt2gVtsxdfbbG0Qkky_7bBH5C-HRVpN3lTcjZ9C_tUeX4peg3GPQ11yYkLjuyhknEgBllOahQCQX0_g_Yn-d_C-n0ygbHbZ8Gbw0L-Nu1IJsdNSz-IizcBCZm0iPVifS6-SUnoB2J3jeaerXIpKeC80AqJSedTaiBxkYrWTDhv32Grd1H6fcQCbOiEKL6RWkAqrkAOIq9Kk1L4AG7F0TjbjujziVM5ibII9UWSmJbVBUptAapNE7Hwx56XNovHr6GvixmIkZcAODSgXppML85dcROxozkvTbcupoVJcVMRGqoidLrpxQ9EtCdS-eZ0aiTogp3DbImK9uQx8fuLnZR_8x7IP2ToVtG8dZo7Y6mzy6o8R9szsSZDwD7fK-eI
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Springer Journals Complete - Open Access
  dbid: C24
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEA4-ELyIT1xdJYI3t9gmTVuPKop48OSCFwmTNBVlaaVdD_rrnUnb9YEK9tBDkikhk8x808nMMHZY5GjipAmZJSgCYxFCkAlQwQkUubECEZLxF2RvkqtxfH2n7rqgsKa_7d67JL2k9sc6S46bSKLpEaCOCch9he95tqjIdicXbRfj8NTelUPYn_YRMj-SftFCPln_F4T5zSnqdc3lKlvpQCI_bbm6xuZcuc6WLnyC6dcNdo-85TBLqcmrgtvJo8-9OuKfItdgMuJQ5pwYULkuAhkJKbiyISoEf_yshrdH-tfBz11dQ15tsvHlxe35VdCVSQiskmoaZFECBhJjQunAuFS6OMylE4DdKco6VaRSFMI5oRAM5bFDjY2oQYZGWWmxcYstlFXpthkHMJEVInNCqhgiYeIMIR9isjBXLgMzYFG_bNp2OcSplMVEe1siS3S71BqXWvul1uGAHc1ontsMGn-OPiNuzEZS9mvfUNUPujtMWuKsrE1C62J8KHRXnhSqQHWPgEQYnOaw56XujmSjqQwXFbCR8YAdzLrxMJGHBEpXvTRaovxPKdQ2G7BRvwc-PvH7tHf-N3yXLVPZ-vZazJAtTOsXt4fgZmr2_V5-B5cJ7lY
  priority: 102
  providerName: Springer Nature
Title The assessment of climatic, environmental, and socioeconomic aspects of the Brazilian Cerrado
URI https://link.springer.com/article/10.1186/s13717-023-00433-0
https://www.proquest.com/docview/2803113634
https://www.proquest.com/docview/3153734328
https://doaj.org/article/3804cc60ce4444069439f5feed2242bb
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3db9MwED-xVkjwgGCAVhiVkXij0RJ_JN4TaquOqQ8TAibtBVm240yTqmQk3QP763d2nYwhsTz4wY4Ty2ff_e7suwP4VJWo4hS5V0uQBXKa6kRSLZJjXZXGUkRIJlyQPctPz_n6QlxEg1sXr1X2PDEw6rKx3kZ-5LMo-fwjjH-5_p34rFH-dDWm0NiDMbJgKUcwXqzOvn0frCyovKAKUPTeMjI_6jKGGkyCoirxp2BYPpBIIXD_A7T5zwFpkDsnL-FFBIxkvqPwK3ji6n14Pr9sY9AMtw9PVyH09J_X8AupTvQQbJM0FbGbqxCVdUb-8mnTmxnRdUk8aRoXfZOxo3e77HwvhIVk0erbK28FIUvXtrps3sD5yern8jSJCRQSK5jYJjLLtdG5MSlz2riCOZ6WzFGNzQVyQVEVjFbUOSoQJpXcoSxHPMFSIyyzWPkWRnVTuwMgWpvMUiodZYLrjBouEQwiWktL4aQ2E8j6SVQ2Rhf3SS42KmgZMle7iVc48SpMvEon8Hnoc72LrfHo2wtPm-FNHxc7VDTtpYrbTDEclbV5ah3Hxzv1suNKVAgEEKpQg8M87Cmr4mbt1P3SmsDHoRm3mT870bVrbjrFUDIU3glXTmDWr4j7T_x_2O8e_-N7eOYT2O8uyBzCaNveuA8Ic7ZmCns8_TqF8Xy-_rGexpWNtUvKfZkvp8GAcAdLlfyZ
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Rb9QwDLammxDwMMEAcWxAkOCJq9YmTds9ILQbN93YOCG0SXtBWZKm06RTO9qb0PhR_EbsXNsxJPa2PvShadrIcezPcWwDvC1yNHHShMwSFIExD3WQcS2DbV3kxnJESMYfkJ0l0-P484k8WYHfXSwMHavsZKIX1HllaY98i6ooUf0REX-8-BFQ1SjyrnYlNJZsceCufqLJ1nzY_4Tz-47zvcnR7jRoqwoEVgq5CLIo0UYnxoTCaeNS4eIwF45rbE5RNMgiFbzgznGJ2CGPHSo4VLIiNNIKy6lKBIr81VgkIR_A6ngy-_qt39VBYwlNjrSLzsmSrSYSaDEFqBoD8rrh_YYG9IUCbqDbfxyyXs_tPYK1FqCynSVHPYYVV67Dw52zuk3S4dbh3sSnur56At-Ry5juk3uyqmB2fu6zwI7YXzF0ej5iuswZsULl2lho7Ehhng31QhjKxrX-dU67LmzX1bXOq6dwfCekfQaDsirdc2Bam8hynjkuZKwjbuIMwSeiwzCXLtNmCFFHRGXbbOZUVGOuvFWTJWpJeIWEV57wKhzC-77PxTKXx61vj2lu-jcpD7d_UNVnql3WSuCorE1C62K8KIhYbBeyQOCB0IgbHOZmN7OqFQ6NumblIbzpm3FZk69Gl666bJRATZRS0G82hFHHEdef-P-wX9z-x9dwf3r05VAd7s8ONuABJ770h3M2YbCoL91LhFgL86rlawand72U_gCiBDO_
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NbtQwEB5VW4HgUEEBsbSAkeDERpvYcZIeEOq2u2opWlWISr0gYztOVWmVlGQrVB6Np2PGm6QUid6aQw5xnFjj8cw39vwAvC1yNHHShMwSFIExD3WQcS2DHV3kxnJESMY7yM6Tg5P406k8XYPfXSwMuVV2MtEL6ryytEc-pipKVH9ExOOidYs43p99vPgRUAUpOmntymmsWOTIXf1E8635cLiPc_2O89n0695B0FYYCKwUchlkUaKNTowJhdPGpcLFYS4c19icopiQRSp4wZ3jEnFEHjtUdqhwRWikFZZTxQgU_-spWUUDWJ9M58df-h0eNJzQ_Ei7SJ0sGTeRQOspQDUZ0Akc3m9oQ1804AbS_edw1uu82SPYaMEq211x12NYc-UmPNw9q9uEHW4T7k192uurJ_ANOY7pPtEnqwpmF-c-I-yI_RVPpxcjpsucEVtUro2Lxo4U8tlQL4SkbFLrX-e0A8P2XF3rvHoKJ3dC2mcwKKvSPQemtYks55njQsY64ibOEIgiUgxz6TJthhB1RFS2zWxOBTYWyls4WaJWhFdIeOUJr8IhvO_7XKzyetz69oTmpn-TcnL7B1V9ptolrgSOytoktC7GiwKKxU4hCwQhCJO4wWFudzOrWkHRqGu2HsKbvhmXOJ3b6NJVl40SqJVSCgDOhjDqOOL6E_8f9ovb__ga7uMSUp8P50db8IATW3o_nW0YLOtL9xLR1tK8atmawfe7Xkl_ACNtN_Q
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=The+assessment+of+climatic%2C+environmental%2C+and+socioeconomic+aspects+of+the+Brazilian+Cerrado&rft.jtitle=Ecological+processes&rft.au=Correia+Filho%2C+Washington+Luiz+F%C3%A9lix&rft.au=de+Oliveira-J%C3%BAnior%2C+Jos%C3%A9+Francisco&rft.au=Santiago%2C+Dimas+de+Barros&rft.au=Abdo%2C+Hazem+Ghassan&rft.date=2023-12-01&rft.pub=Springer+Nature+B.V&rft.eissn=2192-1709&rft.volume=12&rft.issue=1&rft.spage=19&rft_id=info:doi/10.1186%2Fs13717-023-00433-0&rft.externalDBID=HAS_PDF_LINK
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2192-1709&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2192-1709&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2192-1709&client=summon