Recent intensification of the seasonal rainfall cycle in equatorial Africa revealed by farmer perceptions, satellite-based estimates, and ground-based station measurements

Smallholder farmers and livestock keepers in sub-Saharan Africa are on the frontlines of climate variability and change. Yet, in many regions, a paucity of weather and climate data has prevented rigorous assessment of recent climate trends and their causes, thereby limiting the effectiveness of fore...

Full description

Saved in:
Bibliographic Details
Published inClimatic change Vol. 153; no. 1-2; pp. 123 - 139
Main Authors Salerno, Jonathan, Diem, Jeremy E., Konecky, Bronwen L., Hartter, Joel
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Netherlands 01.03.2019
Springer Nature B.V
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Smallholder farmers and livestock keepers in sub-Saharan Africa are on the frontlines of climate variability and change. Yet, in many regions, a paucity of weather and climate data has prevented rigorous assessment of recent climate trends and their causes, thereby limiting the effectiveness of forecasts and other services for climate adaptation. In rainfed systems, farmer perceptions of changing rainfall and weather patterns are important precursors for annual cropping decisions. Here, we propose that combining such farmer perceptions of trends in seasonal rainfall with satellite-based rainfall estimates and climate station data can reduce uncertainties regarding regional climatic trends. In western Uganda, a rural and climatically complex transition zone between eastern and central equatorial Africa, data from 980 smallholder households suggest distinct changes in seasonal bimodal rainfall over recent decades, specifically wetter rainy seasons and drier dry seasons. Data from three satellite-based rainfall products beginning in 1983 largely corroborate respondent perceptions over the last 10–20 years, particularly in the southernmost sites near Queen Elizabeth National Park. In addition, combining all three information sources suggests an increasing trend in annual rainfall, most prominently in the north near Murchison Falls National Park over the past two decades; this runs counter to recent research asserting the presence of a drying trend in the region. Our study is unique in evaluating and cross-validating these multiple data sources to identify climatic change affecting people in a poorly understood region, while providing insights into regional-scale climate controls.
AbstractList Smallholder farmers and livestock keepers in sub-Saharan Africa are on the frontlines of climate variability and change. Yet, in many regions, a paucity of weather and climate data has prevented rigorous assessment of recent climate trends and their causes, thereby limiting the effectiveness of forecasts and other services for climate adaptation. In rainfed systems, farmer perceptions of changing rainfall and weather patterns are important precursors for annual cropping decisions. Here, we propose that combining such farmer perceptions of trends in seasonal rainfall with satellite-based rainfall estimates and climate station data can reduce uncertainties regarding regional climatic trends. In western Uganda, a rural and climatically complex transition zone between eastern and central equatorial Africa, data from 980 smallholder households suggest distinct changes in seasonal bimodal rainfall over recent decades, specifically wetter rainy seasons and drier dry seasons. Data from three satellite-based rainfall products beginning in 1983 largely corroborate respondent perceptions over the last 10–20 years, particularly in the southernmost sites near Queen Elizabeth National Park. In addition, combining all three information sources suggests an increasing trend in annual rainfall, most prominently in the north near Murchison Falls National Park over the past two decades; this runs counter to recent research asserting the presence of a drying trend in the region. Our study is unique in evaluating and cross-validating these multiple data sources to identify climatic change affecting people in a poorly understood region, while providing insights into regional-scale climate controls.
Smallholder farmers and livestock keepers in sub-Saharan Africa are on the frontlines of climate variability and change. Yet, in many regions, a paucity of weather and climate data has prevented rigorous assessment of recent climate trends and their causes, thereby limiting the effectiveness of forecasts and other services for climate adaptation. In rainfed systems, farmer perceptions of changing rainfall and weather patterns are important precursors for annual cropping decisions. Here, we propose that combining such farmer perceptions of trends in seasonal rainfall with satellite-based rainfall estimates and climate station data can reduce uncertainties regarding regional climatic trends. In western Uganda, a rural and climatically complex transition zone between eastern and central equatorial Africa, data from 980 smallholder households suggest distinct changes in seasonal bimodal rainfall over recent decades, specifically wetter rainy seasons and drier dry seasons. Data from three satellite-based rainfall products beginning in 1983 largely corroborate respondent perceptions over the last 10–20 years, particularly in the southernmost sites near Queen Elizabeth National Park. In addition, combining all three information sources suggests an increasing trend in annual rainfall, most prominently in the north near Murchison Falls National Park over the past two decades; this runs counter to recent research asserting the presence of a drying trend in the region. Our study is unique in evaluating and cross-validating these multiple data sources to identify climatic change affecting people in a poorly understood region, while providing insights into regional-scale climate controls.
Author Konecky, Bronwen L.
Diem, Jeremy E.
Salerno, Jonathan
Hartter, Joel
Author_xml – sequence: 1
  givenname: Jonathan
  orcidid: 0000-0001-9402-6479
  surname: Salerno
  fullname: Salerno, Jonathan
  email: jonathan.salerno@colostate.edu
  organization: Department of Human Dimensions of Natural Resources, Colorado State University
– sequence: 2
  givenname: Jeremy E.
  surname: Diem
  fullname: Diem, Jeremy E.
  organization: Department of Geosciences, Georgia State University
– sequence: 3
  givenname: Bronwen L.
  surname: Konecky
  fullname: Konecky, Bronwen L.
  organization: Department of Earth and Planetary Sciences, Washington University Campus
– sequence: 4
  givenname: Joel
  surname: Hartter
  fullname: Hartter, Joel
  organization: Environmental Studies Program, University of Colorado Boulder
BookMark eNp9kc1q3TAQhUVJoTdpX6ArQbdVIsm2bC9D6E8gECjNWsjSKHXwlW40cuE-U18yc-tAd11J6HxnOKNzzs5STsDYRyUvlZT9FSrZDa2QahRSN70U7Ru2U13fCNUO8oztpDKdkFKO79g54tPp1muzY39-gIdU-ZwqJJzj7F2dc-I58voLOILDnNzCi5tTdMvC_dEvQDiH59XVXGYSr2MhHy_wG9wCgU9HHl3ZQ-EHKB4Op4n4maOrsCxzBTE5JAywznt6I8mlwB9LXlN41bBuOfYUYC2wp4z4nr2lCAgfXs8L9vD1y8-b7-Lu_tvtzfWd8K0eq4BWR9OAHnwTRt-HsVdyDLHzBmRUQbfBOEIimGGS0-RMG3zo4jSAaTrfN80F-7TNPZT8vFJK-5TXQr-AVqteDaMatSFKb5QvGbFAtIdC65SjVdKeSrFbKZZKsX9LsS2Zms2EBKdHKP9G_8f1AnOHlpE
CitedBy_id crossref_primary_10_1002_joc_6023
crossref_primary_10_1080_17565529_2021_1930987
crossref_primary_10_1002_joc_7011
crossref_primary_10_1007_s10584_023_03606_0
crossref_primary_10_1002_joc_8253
crossref_primary_10_1007_s00382_022_06622_5
crossref_primary_10_1080_17565529_2024_2363377
crossref_primary_10_1175_JHM_D_21_0184_1
crossref_primary_10_3389_fsufs_2021_662918
crossref_primary_10_3390_cli9070113
crossref_primary_10_3390_atmos12121674
crossref_primary_10_3390_land10100999
crossref_primary_10_1007_s10584_020_02709_2
crossref_primary_10_3390_land11050628
crossref_primary_10_1007_s11111_020_00349_3
crossref_primary_10_3389_fcosc_2022_738820
crossref_primary_10_3389_feart_2022_875919
crossref_primary_10_3390_land12020329
crossref_primary_10_1007_s13280_020_01484_9
crossref_primary_10_1029_2022PA004419
crossref_primary_10_1175_WCAS_D_21_0131_1
crossref_primary_10_1029_2019JD031243
Cites_doi 10.1007/s10584-010-9972-9
10.1007/s10584-014-1217-x
10.1002/(SICI)1097-0088(199702)17:2<117::AID-JOC84>3.0.CO;2-O
10.1002/qj.3244
10.1175/1520-0442(1997)010<2943:SOGLPV>2.0.CO;2
10.1007/s10113-012-0293-6
10.1175/JCLI-D-13-00447.1
10.1007/s10584-015-1562-4
10.1016/j.rse.2010.09.014
10.1098/rstb.2012.0306
10.1007/s12571-013-0256-x
10.3354/cr033081
10.1002/joc.3560
10.1016/j.agsy.2009.10.001
10.1017/CBO9780511596667
10.1016/j.jaridenv.2008.06.011
10.1175/JAMC-D-11-0238.1
10.1371/journal.pone.0170615
10.1098/rstb.2012.0296
10.1038/35002501
10.1007/s10584-009-9586-2
10.1016/j.agee.2009.11.006
10.1007/s10393-017-1286-1
10.1002/2016JD025428
10.1017/S0014479710000876
10.1038/sdata.2015.66
10.1088/1748-9326/5/1/014010
10.1016/j.gloenvcha.2006.10.004
10.1007/s10584-011-0049-1
10.1098/rstb.2003.1433
10.1029/2011GL050337
10.1126/science.1065256
10.1038/s41598-018-21427-5
10.1002/ldr.842
10.1007/s10584-006-9205-4
10.1038/sdata.2017.63
10.1007/s00382-010-0984-y
10.1007/s10113-016-0943-1
10.1007/s10113-017-1250-1
10.1016/j.tree.2013.12.001
10.1080/08941920252866774
10.1007/978-90-481-3842-5_5
10.1126/science.aaa9932
10.1002/2015GL065765
10.1017/S0014479710000785
10.1007/s10584-014-1245-6
10.1073/pnas.0708196105
10.1088/1748-9326/11/12/124002
10.1007/s10745-016-9888-8
10.1596/1813-9450-4308
10.1016/j.foodpol.2011.09.001
10.1016/j.agee.2008.01.007
10.1023/A:1005628631627
10.1098/rstb.2005.1746
10.3152/030234207X190964
10.1175/MWR3200.1
10.1175/2008MWR2525.1
ContentType Journal Article
Copyright Springer Nature B.V. 2019
Climatic Change is a copyright of Springer, (2019). All Rights Reserved.
Copyright_xml – notice: Springer Nature B.V. 2019
– notice: Climatic Change is a copyright of Springer, (2019). All Rights Reserved.
DBID AAYXX
CITATION
3V.
7ST
7TG
7TN
7UA
7WY
7WZ
7XB
87Z
88I
8FD
8FE
8FG
8FK
8FL
8G5
ABJCF
ABUWG
AFKRA
ARAPS
ATCPS
AZQEC
BENPR
BEZIV
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
F28
FR3
FRNLG
F~G
GNUQQ
GUQSH
H97
HCIFZ
K60
K6~
KL.
KR7
L.-
L.G
L6V
M0C
M2O
M2P
M7S
MBDVC
P5Z
P62
PATMY
PCBAR
PQBIZ
PQBZA
PQEST
PQQKQ
PQUKI
PTHSS
PYCSY
Q9U
R05
SOI
DOI 10.1007/s10584-019-02370-4
DatabaseName CrossRef
ProQuest Central (Corporate)
Environment Abstracts
Meteorological & Geoastrophysical Abstracts
Oceanic Abstracts
Water Resources Abstracts
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
ProQuest Central (purchase pre-March 2016)
ABI/INFORM Global (Alumni Edition)
Science Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ABI/INFORM Collection (Alumni Edition)
Research Library (Alumni Edition)
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central
Advanced Technologies & Aerospace Collection
Agricultural & Environmental Science Collection
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
Technology Collection
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Central Korea
ASFA: Aquatic Sciences and Fisheries Abstracts
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
Business Premium Collection (Alumni)
ABI/INFORM Global (Corporate)
ProQuest Central Student
Research Library Prep
Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality
SciTech Premium Collection
ProQuest Business Collection (Alumni Edition)
ProQuest Business Collection
Meteorological & Geoastrophysical Abstracts - Academic
Civil Engineering Abstracts
ABI/INFORM Professional Advanced
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Engineering Collection
ABI/INFORM Global
ProQuest research library
Science Database
Engineering Database
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Environmental Science Database
Earth, Atmospheric & Aquatic Science Database
ProQuest One Business
ProQuest One Business (Alumni)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
Engineering Collection
Environmental Science Collection
ProQuest Central Basic
University of Michigan
Environment Abstracts
DatabaseTitle CrossRef
ProQuest Business Collection (Alumni Edition)
Research Library Prep
ProQuest Central Student
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
SciTech Premium Collection
ABI/INFORM Complete
Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality
Water Resources Abstracts
Environmental Sciences and Pollution Management
Meteorological & Geoastrophysical Abstracts
Natural Science Collection
Engineering Collection
ANTE: Abstracts in New Technology & Engineering
Advanced Technologies & Aerospace Collection
Business Premium Collection
ABI/INFORM Global
Engineering Database
ProQuest Science Journals (Alumni Edition)
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
ProQuest Business Collection
Environmental Science Collection
ProQuest One Academic UKI Edition
Environmental Science Database
Engineering Research Database
ProQuest One Academic
Meteorological & Geoastrophysical Abstracts - Academic
ABI/INFORM Global (Corporate)
University of Michigan
ProQuest One Business
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Technology Collection
Technology Research Database
ProQuest Central (Alumni Edition)
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Central
Earth, Atmospheric & Aquatic Science Collection
ABI/INFORM Professional Advanced
ProQuest Engineering Collection
Oceanic Abstracts
ProQuest Central Korea
Agricultural & Environmental Science Collection
ProQuest Research Library
ABI/INFORM Complete (Alumni Edition)
Civil Engineering Abstracts
ABI/INFORM Global (Alumni Edition)
ProQuest Central Basic
ProQuest Science Journals
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ASFA: Aquatic Sciences and Fisheries Abstracts
Materials Science & Engineering Collection
ProQuest One Business (Alumni)
Environment Abstracts
ProQuest Central (Alumni)
Business Premium Collection (Alumni)
DatabaseTitleList ProQuest Business Collection (Alumni Edition)

Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Meteorology & Climatology
EISSN 1573-1480
EndPage 139
ExternalDocumentID 10_1007_s10584_019_02370_4
GeographicLocations Africa
GeographicLocations_xml – name: Africa
GrantInformation_xml – fundername: National Science Foundation
  grantid: 1114977
  funderid: http://dx.doi.org/10.13039/100000001
GroupedDBID -5A
-5G
-5~
-BR
-DZ
-EM
-~C
-~X
.86
06D
0R~
0VY
199
1N0
203
29B
2J2
2JN
2JY
2KG
2KM
2LR
2~H
30V
4.4
406
408
409
40D
40E
4P2
5GY
5VS
67M
67Z
6J9
6NX
78A
7WY
7XC
88I
8FE
8FG
8FH
8FL
8G5
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AAFGU
AAGAY
AAHNG
AAIAL
AAJKR
AANZL
AAPBV
AARTL
AATNV
AATVU
AAUYE
AAWCG
AAYFA
AAYIU
AAYQN
ABBBX
ABBXA
ABDZT
ABECU
ABFGW
ABFTV
ABHLI
ABHQN
ABJCF
ABJNI
ABJOX
ABKAS
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABPTK
ABQBU
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABUWG
ABWNU
ABXPI
ACBMV
ACBRV
ACBYP
ACGFS
ACGOD
ACHSB
ACHXU
ACIGE
ACIHN
ACIPQ
ACIWK
ACKNC
ACMDZ
ACMLO
ACNCT
ACOKC
ACOMO
ACREN
ACSNA
ACTTH
ACVWB
ACWMK
ADHHG
ADHIR
ADIMF
ADINQ
ADKNI
ADKPE
ADMDM
ADOXG
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEAQA
AEFTE
AEGAL
AEGNC
AEJHL
AEJRE
AENEX
AEOHA
AEPYU
AESKC
AESTI
AETLH
AEVLU
AEVTX
AEXYK
AFKRA
AFLOW
AFNRJ
AFQWF
AFRAH
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGBP
AGJBK
AGMZJ
AGQMX
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIIXL
AILAN
AIMYW
AITGF
AJDOV
AJRNO
AJZVZ
AKQUC
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARAPS
ARMRJ
ASPBG
ATCPS
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
BA0
BDATZ
BENPR
BEZIV
BGLVJ
BGNMA
BHPHI
BKOMP
BKSAR
BPHCQ
CCPQU
CS3
CSCUP
D1K
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
EBD
EBLON
EBS
ECGQY
EDH
EIOEI
EJD
ESBYG
F5P
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRNLG
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GROUPED_ABI_INFORM_COMPLETE
GUQSH
GXS
HCIFZ
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I09
IHE
IJ-
IKXTQ
ITM
IWAJR
IXC
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
K6-
K60
K6~
KDC
KOV
L6V
L8X
LAK
LK5
LLZTM
M0C
M2O
M2P
M4Y
M7R
M7S
MA-
MQGED
N9A
NB0
NPVJJ
NQJWS
NU0
O93
O9G
O9I
O9J
OAM
P19
P62
PATMY
PCBAR
PF0
PQBIZ
PQQKQ
PROAC
PT4
PT5
PTHSS
PYCSY
Q2X
QOK
QOS
R05
R89
R9I
RHV
RNS
ROL
RPX
RSV
RXW
S16
S27
S3B
SAP
SCK
SDH
SDM
SEV
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
TAE
TN5
TSG
TSK
TSV
TUC
U2A
UG4
UNUBA
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WH7
WK8
X6Y
YLTOR
Z45
Z5O
Z7R
Z7S
Z7U
Z7V
Z7W
Z7X
Z7Y
Z7Z
Z81
Z83
Z85
Z86
Z88
Z8M
Z8N
Z8O
Z8P
Z8Q
Z8S
Z8T
Z8U
Z8W
Z8Z
Z92
ZCA
ZMTXR
~02
~EX
~KM
-Y2
1SB
2.D
28-
2P1
2VQ
3V.
5QI
6TJ
AACDK
AAEOY
AAHBH
AAJBT
AARHV
AASML
AAYTO
AAYXX
AAYZH
ABAKF
ABTAH
ABULA
ACAOD
ACBXY
ACDTI
ACZOJ
AEBTG
AEFIE
AEFQL
AEKMD
AEMSY
AFBBN
AFEUZ
AFEXP
AFGCZ
AGGDS
AGQEE
AGRTI
AIGIU
AJBLW
BBWZM
CAG
CITATION
COF
H13
KOW
N2Q
NDZJH
O9-
OHT
OVD
P0-
PQBZA
R4E
RNI
RZC
RZE
RZK
S1Z
S26
S28
SCLPG
T16
TEORI
UQL
WK6
XJT
Y6R
ZY4
7ST
7TG
7TN
7UA
7XB
8FD
8FK
C1K
F1W
F28
FR3
H97
KL.
KR7
L.-
L.G
MBDVC
PQEST
PQUKI
Q9U
SOI
ID FETCH-LOGICAL-c429t-e42f63e28c3d9c7d97109df5c6e0f1d24d6a42ffe68b0bba64dcd5fb8e635c733
IEDL.DBID AGYKE
ISSN 0165-0009
IngestDate Thu Dec 05 06:51:36 EST 2024
Thu Nov 21 22:21:11 EST 2024
Sat Dec 16 12:03:12 EST 2023
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1-2
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c429t-e42f63e28c3d9c7d97109df5c6e0f1d24d6a42ffe68b0bba64dcd5fb8e635c733
ORCID 0000-0001-9402-6479
OpenAccessLink https://link.springer.com/article/10.1007/s10584-019-02370-4
PQID 2171891926
PQPubID 36297
PageCount 17
ParticipantIDs proquest_journals_2171891926
crossref_primary_10_1007_s10584_019_02370_4
springer_journals_10_1007_s10584_019_02370_4
PublicationCentury 2000
PublicationDate 2019-03-01
PublicationDateYYYYMMDD 2019-03-01
PublicationDate_xml – month: 03
  year: 2019
  text: 2019-03-01
  day: 01
PublicationDecade 2010
PublicationPlace Dordrecht
PublicationPlace_xml – name: Dordrecht
PublicationSubtitle An Interdisciplinary, International Journal Devoted to the Description, Causes and Implications of Climatic Change
PublicationTitle Climatic change
PublicationTitleAbbrev Climatic Change
PublicationYear 2019
Publisher Springer Netherlands
Springer Nature B.V
Publisher_xml – sequence: 0
  name: Springer Nature B.V
– name: Springer Netherlands
References FunkCPetersonPLandsfeldMThe climate hazards infrared precipitation with stations—a new environmental record for monitoring extremesSci Data2015215006610.1038/sdata.2015.66
OrloveBRoncoliCKabugoMMajuguAIndigenous climate knowledge in southern Uganda: the multiple components of a dynamic regional systemClim Chang201010024326510.1007/s10584-009-9586-2
HaileMWeather patterns, food security and humanitarian response in sub-Saharan AfricaPhilos Trans R Soc B Biol Sci2005360216910.1098/rstb.2005.1746
NovellaNSThiawWMAfrican Rainfall Climatology version 2 for famine early warning systemsJ Appl Meteorol Climatol20125258860610.1175/JAMC-D-11-0238.1
WilliamsAPFunkCA westward extension of the warm pool leads to a westward extension of the Walker circulation, drying eastern AfricaClim Dyn2011372417243510.1007/s00382-010-0984-y
You L, Ringler C, Wood-Sichra et al. (2011) What is the irrigation potential for Africa? A combined biophysical and socioeconomic approach. Food Policy 36:770–782. https://doi.org/10.1016/j.foodpol.2011.09.001
DiemJEHartterJSalernoJComparison of measured multi-decadal rainfall variability with farmers’ perceptions of and responses to seasonal changes in western UgandaReg Environ Chang2017171127114010.1007/s10113-016-0943-1
SsentongoPMuwanguziAJBEdenUSauerTBwangaGKatereggaGAriboLOjaraMMugerwaWKSchiffSJChanges in Ugandan climate rainfall at the village and forest levelSci Rep20188355110.1038/s41598-018-21427-5
DaiAFungIYDel GenioADSurface observed global land precipitation variations during 1900–88J Clim1997102943296210.1175/1520-0442(1997)010<2943:SOGLPV>2.0.CO;2
JuryMRFunkCClimatic trends over Ethiopia: regional signals and driversInt J Climatol2013331924193510.1002/joc.3560
LauranceWFSayerJCassmanKGAgricultural expansion and its impacts on tropical natureTrends Ecol Evol20142910711610.1016/j.tree.2013.12.001
YangWSeagerRCaneMALyonBThe East African long rains in observations and modelsJ Clim2014277185720210.1175/JCLI-D-13-00447.1
RosegrantMCaiXClineSWorld water and food to 2025: dealing with scarcity2002Washington, DCInternational Food Policy Research Institute
HansenJWMasonSJSunLTallAReview of seasonal climate forecasting for agriculture in sub-Saharan AfricaExp Agric20114720524010.1017/S0014479710000876
UBOS (2016) Uganda Bureau of Statistics National Population and Housing Census 2014. Kampala
FunkCDettingerMDMichaelsenJCWarming of the Indian Ocean threatens eastern and southern African food security but could be mitigated by agricultural developmentProc Natl Acad Sci2008105110811108610.1073/pnas.0708196105
Dinku T, Funk C, Peterson P, et al (2018) Validation of the CHIRPS satellite rainfall estimates over eastern of Africa. Q J R Meteorol Soc 144:292–312
Salerno J, Diem JE, Dowhaniuk N et al (2017a) Park isolation in anthropogenic landscapes: land change and livelihoods at park boundaries in the African Albertine Rift. Reg Environ Chang. https://doi.org/10.1007/s10113-017-1250-1
FarnsworthAWhiteEWilliamsCJRWilliamsCJRKnivetonDRUnderstanding the large scale driving mechanisms of rainfall variability over Central AfricaAfrican climate and climate change: physical, social and political perspectives2011DordrechtSpringer Netherlands10112210.1007/978-90-481-3842-5_5
Salerno J, Ross N, Ghai R et al (2017b) Human–wildlife interactions predict febrile illness in park landscapes of Western Uganda. EcoHealth. https://doi.org/10.1007/s10393-017-1286-1
FAOThe State of Food Insecurity in the World: meeting the 2015 international hunger targets2015RomeFood and Agriculture Association, International Fund for Agricultura Development, United Nations World Food Program
NesbittSWCifelliRRutledgeSAStorm morphology and rainfall characteristics of TRMM precipitation featuresMon Weather Rev20061342702272110.1175/MWR3200.1
MalhiYWrightJSpatial patterns and recent trends in the climate of tropical rainforest regionsPhilos Trans R Soc Lond Ser B Biol Sci200435931110.1098/rstb.2003.1433
MyersNMittermeierRAMittermeierCGBiodiversity hotspots for conservation prioritiesNature200040385385810.1038/35002501http://www.nature.com/nature/journal/v403/n6772/suppinfo/403853a0_S1.html
MarxSMWeberEUOrloveBSCommunication and mental processes: experiential and analytic processing of uncertain climate informationUncertain Clim Change Adapt Mitig2007174758
TittonellPMuriukiAShepherdKDThe diversity of rural livelihoods and their influence on soil fertility in agricultural systems of East Africa – a typology of smallholder farmsAgric Syst2010103839710.1016/j.agsy.2009.10.001
RoncoliCIngramKKirshenPReading the rains: local knowledge and rainfall forecasting in Burkina FasoSoc Nat Resour20021540942710.1080/08941920252866774
OsbahrHDorwardPSternRCooperSSupporting agricultural innovation in Uganda to respond to climate risk: linking climate change and variability with farmer perceptionsExp Agric20114729331610.1017/S0014479710000785
Lyon B, DeWitt DG (2012) A recent and abrupt decline in the East African long rains. Geophys Res Lett 39. https://doi.org/10.1029/2011GL050337
RoncoliCEthnographic and participatory approaches to research on farmers’ responses to climate predictionsClim Res200633819910.3354/cr033081
Dunning CM, Black EC, Allan RP (2016) The onset and cessation of seasonal rainfall over Africa. J Geophys Res Atmospheres 121:405–411
AdgerWNLorenzoniIO’BrienKLAdapting to climate change: thresholds, values, governance2009CambridgeCambridge University Press10.1017/CBO9780511596667
SlegersMFW“If only it would rain”: farmers’ perceptions of rainfall and drought in semi-arid central TanzaniaJ Arid Environ2008722106212310.1016/j.jaridenv.2008.06.011
Helsel D, Hirsch R (2002) Statistical methods in water resources. Techniques of Water Resources Investigations, Book 4, chapter A3. U.S. Geological Survey.
Hartmann DL, Tank AMK, Rusticucci M, et al (2013) Observations: atmosphere and surface. In: Climate Change 2013 the Physical Science Basis: Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press
Maidment RI, Grimes D, Black E et al (2017) A new, long-term daily satellite-based rainfall dataset for operational monitoring in Africa. Sci Data 4:170063. https://doi.org/10.1038/sdata.2017.63
FensholtRRasmussenKAnalysis of trends in the Sahelian ‘rain-use efficiency’ using GIMMS NDVI, RFE and GPCP rainfall dataRemote Sens Environ201111543845110.1016/j.rse.2010.09.014
VrielingAde BeursKMBrownMEVariability of African farming systems from phenological analysis of NDVI time seriesClim Chang201110945547710.1007/s10584-011-0049-1
Sánchez-CortésMSChaveroELIndigenous perception of changes in climate variability and its relationship with agriculture in a Zoque community of Chiapas, MexicoClim Chang201110736338910.1007/s10584-010-9972-9
SchlenkerWLobellDBRobust negative impacts of climate change on African agricultureEnviron Res Lett2010501401010.1088/1748-9326/5/1/014010
EllenRHarrisHEllenRParkesPBickerAIntroductionIndigenous environmental knowledge and its transformations2000AmsterdamHarwood134
DiemJERyanSJHartterJPalaceMWSatellite-based rainfall data reveal a recent drying trend in central equatorial AfricaClim Chang201412626327210.1007/s10584-014-1217-x
LewisSLEdwardsDPGalbraithDIncreasing human dominance of tropical forestsScience201534982710.1126/science.aaa9932
IUCN and UNEP (2010) The World Database on Protected Areas (WDPA). UNEP-WCMC. Cambridge, UK. www.protectedplanet.net
Nicholson SE (1996) A review of climate dynamics and climate variability in Eastern Africa. In: Johnson TC & Odado EO. "The limnology, climatology and paleoclimatology of the East African lakes." Gordon & Breach Publishing
LemosMCDillingLEquity in forecasting climate: can science save the world’s poor?Sci Public Policy20073410911610.3152/030234207X190964
SanchezPASoil fertility and hunger in AfricaScience20022952019202010.1126/science.1065256
WestCTRoncoliCOuattaraFLocal perceptions and regional climate trends on the Central Plateau of Burkina FasoLand Degradation Dev20081928930410.1002/ldr.842
KosmowskiFLebloisASultanBPerceptions of recent rainfall changes in Niger: a comparison between climate-sensitive and non-climate sensitive householdsClim Chang201613522724110.1007/s10584-015-1562-4
CoboJGDerconGCadischGNutrient balances in African land use systems across different spatial scales: a review of approaches, challenges and progressAgric Ecosyst Environ201013611510.1016/j.agee.2009.11.006
MaidmentRIAllanRPBlackERecent observed and simulated changes in precipitation over AfricaGeophys Res Lett2015428155816410.1002/2015GL065765
HowePDThakerJLeiserowitzAPublic perceptions of rainfall change in IndiaClim Chang201412721122510.1007/s10584-014-1245-6
NicholsonSEKimJThe relationship of the El Niño–southern oscillation to African rainfallInt J Climatol19971711713510.1002/(SICI)1097-0088(199702)17:2<117::AID-JOC84>3.0.CO;2-O
HuaWZhouLChenHPossible causes of the Central Equatorial African long-term droughtEnviron Res Lett20161112400210.1088/1748-9326/11/12/124002
Maddison D (2007) The perception of and adaptation to climate change in Africa. Policy Research Working Paper 4308. World Bank Publications
JacksonBNicholsonSEKlotterDMesoscale convective systems over western equatorial Africa and their relationship to large-scale circulationMon Weather Rev20091371272129410.1175/2008MWR2525.1
AukemaJEPricopeNGHusakGJLopez-CarrDBiodiversity areas under threat: overlap of climate change and population pressures on the world’s biodiversity prioritiesPLoS One201712e017061510.1371/journal.pone.0170615
EakinHSmallholder maize production and climatic risk: a case study from MexicoClim Chang200045193610.1023/A:1005628631627
WestCTMoodyANébiéEKSanonOGround-truthing Sahelian greening: ethnographic and spatial evidence from Burkina FasoHum Ecol2017458910110.1007/s10745-016-9888-8
Asefi-NajafabadySSaatchiSResponse of African humid tropical forests to recent rainfall anomaliesPhilos Trans R Soc B Biol Sci20133682012030610.1098/rstb.2012.0306
Washington R, James R, Pearce H, et al (2013) Cong
PA Sanchez (2370_CR50) 2002; 295
2370_CR40
AP Williams (2370_CR63) 2011; 37
SW Nesbitt (2370_CR39) 2006; 134
R Ellen (2370_CR13) 2000
CT West (2370_CR62) 2017; 45
B Orlove (2370_CR43) 2010; 100
2370_CR49
2370_CR48
RI Maidment (2370_CR34) 2015; 42
PJM Cooper (2370_CR6) 2008; 126
SM Marx (2370_CR37) 2007; 17
A Vrieling (2370_CR59) 2011; 109
S Silvestri (2370_CR53) 2012; 12
F Kosmowski (2370_CR28) 2016; 135
W Yang (2370_CR64) 2014; 27
W Hua (2370_CR24) 2016; 11
2370_CR32
M Rosegrant (2370_CR47) 2002
CT West (2370_CR61) 2008; 19
2370_CR35
2370_CR33
MS Sánchez-Cortés (2370_CR51) 2011; 107
MFW Slegers (2370_CR54) 2008; 72
JE Aukema (2370_CR3) 2017; 12
C Roncoli (2370_CR46) 2002; 15
MR Jury (2370_CR27) 2013; 33
C Funk (2370_CR17) 2008; 105
JE Diem (2370_CR8) 2014; 126
N Myers (2370_CR38) 2000; 403
JE Cairns (2370_CR4) 2013; 5
SE Nicholson (2370_CR41) 1997; 17
JW Hansen (2370_CR20) 2011; 47
2370_CR21
2370_CR65
PD Howe (2370_CR23) 2014; 127
MC Lemos (2370_CR30) 2007; 34
C Funk (2370_CR18) 2015; 2
2370_CR25
P Tittonell (2370_CR57) 2010; 103
W Schlenker (2370_CR52) 2010; 5
2370_CR22
M Haile (2370_CR19) 2005; 360
A Farnsworth (2370_CR15) 2011
P Ssentongo (2370_CR55) 2018; 8
WN Adger (2370_CR1) 2009
SL Lewis (2370_CR31) 2015; 349
B Jackson (2370_CR26) 2009; 137
H Osbahr (2370_CR44) 2011; 47
2370_CR60
2370_CR10
Y Malhi (2370_CR36) 2004; 359
NS Novella (2370_CR42) 2012; 52
2370_CR58
C Roncoli (2370_CR45) 2006; 33
2370_CR11
FAO (2370_CR14) 2015
R Fensholt (2370_CR16) 2011; 115
JG Cobo (2370_CR5) 2010; 136
A Dai (2370_CR7) 1997; 10
S Asefi-Najafabady (2370_CR2) 2013; 368
H Eakin (2370_CR12) 2000; 45
WF Laurance (2370_CR29) 2014; 29
DSG Thomas (2370_CR56) 2007; 83
JE Diem (2370_CR9) 2017; 17
References_xml – volume: 107
  start-page: 363
  year: 2011
  ident: 2370_CR51
  publication-title: Clim Chang
  doi: 10.1007/s10584-010-9972-9
  contributor:
    fullname: MS Sánchez-Cortés
– volume: 126
  start-page: 263
  year: 2014
  ident: 2370_CR8
  publication-title: Clim Chang
  doi: 10.1007/s10584-014-1217-x
  contributor:
    fullname: JE Diem
– volume: 17
  start-page: 117
  year: 1997
  ident: 2370_CR41
  publication-title: Int J Climatol
  doi: 10.1002/(SICI)1097-0088(199702)17:2<117::AID-JOC84>3.0.CO;2-O
  contributor:
    fullname: SE Nicholson
– ident: 2370_CR10
  doi: 10.1002/qj.3244
– volume: 10
  start-page: 2943
  year: 1997
  ident: 2370_CR7
  publication-title: J Clim
  doi: 10.1175/1520-0442(1997)010<2943:SOGLPV>2.0.CO;2
  contributor:
    fullname: A Dai
– volume: 12
  start-page: 791
  year: 2012
  ident: 2370_CR53
  publication-title: Reg Environ Chang
  doi: 10.1007/s10113-012-0293-6
  contributor:
    fullname: S Silvestri
– volume: 27
  start-page: 7185
  year: 2014
  ident: 2370_CR64
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00447.1
  contributor:
    fullname: W Yang
– volume: 135
  start-page: 227
  year: 2016
  ident: 2370_CR28
  publication-title: Clim Chang
  doi: 10.1007/s10584-015-1562-4
  contributor:
    fullname: F Kosmowski
– volume: 115
  start-page: 438
  year: 2011
  ident: 2370_CR16
  publication-title: Remote Sens Environ
  doi: 10.1016/j.rse.2010.09.014
  contributor:
    fullname: R Fensholt
– ident: 2370_CR40
– volume: 368
  start-page: 20120306
  year: 2013
  ident: 2370_CR2
  publication-title: Philos Trans R Soc B Biol Sci
  doi: 10.1098/rstb.2012.0306
  contributor:
    fullname: S Asefi-Najafabady
– volume: 5
  start-page: 345
  year: 2013
  ident: 2370_CR4
  publication-title: Food Secur
  doi: 10.1007/s12571-013-0256-x
  contributor:
    fullname: JE Cairns
– volume: 33
  start-page: 81
  year: 2006
  ident: 2370_CR45
  publication-title: Clim Res
  doi: 10.3354/cr033081
  contributor:
    fullname: C Roncoli
– ident: 2370_CR21
– volume: 33
  start-page: 1924
  year: 2013
  ident: 2370_CR27
  publication-title: Int J Climatol
  doi: 10.1002/joc.3560
  contributor:
    fullname: MR Jury
– volume: 103
  start-page: 83
  year: 2010
  ident: 2370_CR57
  publication-title: Agric Syst
  doi: 10.1016/j.agsy.2009.10.001
  contributor:
    fullname: P Tittonell
– volume-title: Adapting to climate change: thresholds, values, governance
  year: 2009
  ident: 2370_CR1
  doi: 10.1017/CBO9780511596667
  contributor:
    fullname: WN Adger
– ident: 2370_CR25
– volume: 72
  start-page: 2106
  year: 2008
  ident: 2370_CR54
  publication-title: J Arid Environ
  doi: 10.1016/j.jaridenv.2008.06.011
  contributor:
    fullname: MFW Slegers
– volume: 52
  start-page: 588
  year: 2012
  ident: 2370_CR42
  publication-title: J Appl Meteorol Climatol
  doi: 10.1175/JAMC-D-11-0238.1
  contributor:
    fullname: NS Novella
– volume-title: The State of Food Insecurity in the World: meeting the 2015 international hunger targets
  year: 2015
  ident: 2370_CR14
  contributor:
    fullname: FAO
– start-page: 1
  volume-title: Indigenous environmental knowledge and its transformations
  year: 2000
  ident: 2370_CR13
  contributor:
    fullname: R Ellen
– volume: 12
  start-page: e0170615
  year: 2017
  ident: 2370_CR3
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0170615
  contributor:
    fullname: JE Aukema
– ident: 2370_CR60
  doi: 10.1098/rstb.2012.0296
– volume: 403
  start-page: 853
  year: 2000
  ident: 2370_CR38
  publication-title: Nature
  doi: 10.1038/35002501
  contributor:
    fullname: N Myers
– volume: 100
  start-page: 243
  year: 2010
  ident: 2370_CR43
  publication-title: Clim Chang
  doi: 10.1007/s10584-009-9586-2
  contributor:
    fullname: B Orlove
– volume: 136
  start-page: 1
  year: 2010
  ident: 2370_CR5
  publication-title: Agric Ecosyst Environ
  doi: 10.1016/j.agee.2009.11.006
  contributor:
    fullname: JG Cobo
– ident: 2370_CR22
– ident: 2370_CR49
  doi: 10.1007/s10393-017-1286-1
– ident: 2370_CR11
  doi: 10.1002/2016JD025428
– volume: 47
  start-page: 205
  year: 2011
  ident: 2370_CR20
  publication-title: Exp Agric
  doi: 10.1017/S0014479710000876
  contributor:
    fullname: JW Hansen
– volume: 2
  start-page: 150066
  year: 2015
  ident: 2370_CR18
  publication-title: Sci Data
  doi: 10.1038/sdata.2015.66
  contributor:
    fullname: C Funk
– volume: 5
  start-page: 014010
  year: 2010
  ident: 2370_CR52
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/5/1/014010
  contributor:
    fullname: W Schlenker
– volume: 17
  start-page: 47
  year: 2007
  ident: 2370_CR37
  publication-title: Uncertain Clim Change Adapt Mitig
  doi: 10.1016/j.gloenvcha.2006.10.004
  contributor:
    fullname: SM Marx
– volume: 109
  start-page: 455
  year: 2011
  ident: 2370_CR59
  publication-title: Clim Chang
  doi: 10.1007/s10584-011-0049-1
  contributor:
    fullname: A Vrieling
– volume: 359
  start-page: 311
  year: 2004
  ident: 2370_CR36
  publication-title: Philos Trans R Soc Lond Ser B Biol Sci
  doi: 10.1098/rstb.2003.1433
  contributor:
    fullname: Y Malhi
– ident: 2370_CR32
  doi: 10.1029/2011GL050337
– volume: 295
  start-page: 2019
  year: 2002
  ident: 2370_CR50
  publication-title: Science
  doi: 10.1126/science.1065256
  contributor:
    fullname: PA Sanchez
– volume: 8
  start-page: 3551
  year: 2018
  ident: 2370_CR55
  publication-title: Sci Rep
  doi: 10.1038/s41598-018-21427-5
  contributor:
    fullname: P Ssentongo
– volume: 19
  start-page: 289
  year: 2008
  ident: 2370_CR61
  publication-title: Land Degradation Dev
  doi: 10.1002/ldr.842
  contributor:
    fullname: CT West
– volume: 83
  start-page: 301
  year: 2007
  ident: 2370_CR56
  publication-title: Clim Chang
  doi: 10.1007/s10584-006-9205-4
  contributor:
    fullname: DSG Thomas
– volume-title: World water and food to 2025: dealing with scarcity
  year: 2002
  ident: 2370_CR47
  contributor:
    fullname: M Rosegrant
– ident: 2370_CR58
– ident: 2370_CR35
  doi: 10.1038/sdata.2017.63
– volume: 37
  start-page: 2417
  year: 2011
  ident: 2370_CR63
  publication-title: Clim Dyn
  doi: 10.1007/s00382-010-0984-y
  contributor:
    fullname: AP Williams
– volume: 17
  start-page: 1127
  year: 2017
  ident: 2370_CR9
  publication-title: Reg Environ Chang
  doi: 10.1007/s10113-016-0943-1
  contributor:
    fullname: JE Diem
– ident: 2370_CR48
  doi: 10.1007/s10113-017-1250-1
– volume: 29
  start-page: 107
  year: 2014
  ident: 2370_CR29
  publication-title: Trends Ecol Evol
  doi: 10.1016/j.tree.2013.12.001
  contributor:
    fullname: WF Laurance
– volume: 15
  start-page: 409
  year: 2002
  ident: 2370_CR46
  publication-title: Soc Nat Resour
  doi: 10.1080/08941920252866774
  contributor:
    fullname: C Roncoli
– start-page: 101
  volume-title: African climate and climate change: physical, social and political perspectives
  year: 2011
  ident: 2370_CR15
  doi: 10.1007/978-90-481-3842-5_5
  contributor:
    fullname: A Farnsworth
– volume: 349
  start-page: 827
  year: 2015
  ident: 2370_CR31
  publication-title: Science
  doi: 10.1126/science.aaa9932
  contributor:
    fullname: SL Lewis
– volume: 42
  start-page: 8155
  year: 2015
  ident: 2370_CR34
  publication-title: Geophys Res Lett
  doi: 10.1002/2015GL065765
  contributor:
    fullname: RI Maidment
– volume: 47
  start-page: 293
  year: 2011
  ident: 2370_CR44
  publication-title: Exp Agric
  doi: 10.1017/S0014479710000785
  contributor:
    fullname: H Osbahr
– volume: 127
  start-page: 211
  year: 2014
  ident: 2370_CR23
  publication-title: Clim Chang
  doi: 10.1007/s10584-014-1245-6
  contributor:
    fullname: PD Howe
– volume: 105
  start-page: 11081
  year: 2008
  ident: 2370_CR17
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.0708196105
  contributor:
    fullname: C Funk
– volume: 11
  start-page: 124002
  year: 2016
  ident: 2370_CR24
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/11/12/124002
  contributor:
    fullname: W Hua
– volume: 45
  start-page: 89
  year: 2017
  ident: 2370_CR62
  publication-title: Hum Ecol
  doi: 10.1007/s10745-016-9888-8
  contributor:
    fullname: CT West
– ident: 2370_CR33
  doi: 10.1596/1813-9450-4308
– ident: 2370_CR65
  doi: 10.1016/j.foodpol.2011.09.001
– volume: 126
  start-page: 24
  year: 2008
  ident: 2370_CR6
  publication-title: Agric Ecosyst Environ
  doi: 10.1016/j.agee.2008.01.007
  contributor:
    fullname: PJM Cooper
– volume: 45
  start-page: 19
  year: 2000
  ident: 2370_CR12
  publication-title: Clim Chang
  doi: 10.1023/A:1005628631627
  contributor:
    fullname: H Eakin
– volume: 360
  start-page: 2169
  year: 2005
  ident: 2370_CR19
  publication-title: Philos Trans R Soc B Biol Sci
  doi: 10.1098/rstb.2005.1746
  contributor:
    fullname: M Haile
– volume: 34
  start-page: 109
  year: 2007
  ident: 2370_CR30
  publication-title: Sci Public Policy
  doi: 10.3152/030234207X190964
  contributor:
    fullname: MC Lemos
– volume: 134
  start-page: 2702
  year: 2006
  ident: 2370_CR39
  publication-title: Mon Weather Rev
  doi: 10.1175/MWR3200.1
  contributor:
    fullname: SW Nesbitt
– volume: 137
  start-page: 1272
  year: 2009
  ident: 2370_CR26
  publication-title: Mon Weather Rev
  doi: 10.1175/2008MWR2525.1
  contributor:
    fullname: B Jackson
SSID ssj0009726
Score 2.4457626
Snippet Smallholder farmers and livestock keepers in sub-Saharan Africa are on the frontlines of climate variability and change. Yet, in many regions, a paucity of...
SourceID proquest
crossref
springer
SourceType Aggregation Database
Publisher
StartPage 123
SubjectTerms Adaptation
Annual rainfall
Atmospheric Sciences
Climate adaptation
Climate change
Climate Change/Climate Change Impacts
Climate control
Climate trends
Climate variability
Climatic data
Dry season
Drying
Earth and Environmental Science
Earth Sciences
Farmers
Ground stations
Households
Information sources
Livestock
National parks
Rain
Rainfall
Rainfed farming
Rainy season
Satellites
Seasonal rainfall
Seasons
Small farms
Transition zone
Trends
Weather
Weather patterns
Wet season
SummonAdditionalLinks – databaseName: ProQuest Technology Collection
  dbid: 8FG
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1JS-RAFC5cLl7EccF2Gd5hmItd2J1UqpKTiEwrA85JwVuoFRq600vag7_JP-l71dUEhfEYqqgcXuV9X763MfbLh2DR7xueVzqnMKPneEscd4UaDJ0sCuNJ73j8Jx-exd-X4iUJbm1Kq9z4xOio3cySRn6N1HlYVshH5M18wWlqFEVX0wiNbbY7zJSklL5ydN813VVx3BpV7FD1dJWKZlLpHEIv_khXHFFLDbj4DEwd2_wSII24Mzpg-4kwwu3awj_Ylm8OWe8Rue5sGSVx-A13kzESz_h0xN6RCSKSwHidnB6SKAezAEj2gERBYt9AsyGCnkzAvuHBuB384pV-wcf0ujg-CKi_EyKIA_MGQS-nfgnzLhOmD62ODT1XnhMaOqCWHVNir33QjQMqGWlcWmvXQX-Ydqpke8yeR3-e7h54GsnALQLXinuRBZn7rLS5q6xyFaVyulBY6Qdh6DLhpMYtwcvSDIzRUjjrimBKj8TGqjw_YTvNrPGnDLQsjPR5qUSQQpGyoiySB1ugixFeix672tijnq87b9Rdj2WyXo3Wq6P1atx9sTFZnb7Ctu7uTI_1N2bslv9_2tn3p52zvSzeHEpFu2A7q-Wrv0RusjI_4wX8AA-25Hs
  priority: 102
  providerName: ProQuest
Title Recent intensification of the seasonal rainfall cycle in equatorial Africa revealed by farmer perceptions, satellite-based estimates, and ground-based station measurements
URI https://link.springer.com/article/10.1007/s10584-019-02370-4
https://www.proquest.com/docview/2171891926
Volume 153
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1La9tAEF6a5NJL36VuUzOH0ku9wZZWK-loBzuhJaaUGNKT2CeY2HJqy4fkL-VPdmYloT4POQmxwwoxs_t9OzsPxj447w3u-5rHuYrpmtFxtBLLbZIOR1YmiXbk77iYy_OF-HyVXHV53CHYvb2RDBv1L7luiJV48s05wkw65OKAHSH20Go8Gp99_zLtau2mocsaJepQ0nTe5Mr8e5bf8agjmX_ciwa4mT1ll23STh1lcn2yr_SJufu7huND_uQZe9LQTxjX9vKcPXLlC9a7QOa82QYHO3yE09USaWx4e8nukVciLsGyDnX3jYsPNh6QOgK5GInLA3Wa8Gq1AnOLE6M4uB97OtAv6XOhGRFQtSjEIwv6Frzart0Wbrq4mgHsVCgPWjlO2GqBCoCsiQsPQJUWKAGltM3Yrg4hgHXn49y9YovZ9PL0nDcNHrhBGKy4E5GXsYsyE9vcpDanwFDrEyPd0I9sJKxUKOKdzPRQayWFNTbxOnNIk0wax6_ZYbkp3RsGSiZaujhLhZciJT9NapCKmAQ3LOGU6LFPrZqLm7qOR9FVbCaFFKiQIiikQOnj1hKKZk3vCjy8jbIcGbHssUGr2W74_7O9fZj4O_Y4CsZBgW7H7LDa7t17ZD6V7rODbHbWR3ufTSbzfmP3-JxM51-_4egiGv8EM_kCWA
link.rule.ids 314,780,784,12765,21388,27924,27925,33373,33744,41081,41523,42150,42592,43600,43805,52111,52234,74035,74302
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3JTuNAEG2xHIbLiGUQYZs6IC6kRRK32_YJITSZsIQTSNysXqVIiRPicOCb5iep6nRkMRIcrW61D9Wu9_xqY-zMeW_Q72ueFCqhMKPjeEsst2nW6VqZptqR3jF8lINncfeSvkTBrY5plSufGBy1nRrSyC-ROnfzAvmIvJq9cpoaRdHVOEJjnW2KBKGbKsX7f5umu1kYt0YVO1Q9XcSimVg6h9CLP9IFR9TKOlx8BqaGbf4XIA24099mPyNhhOulhXfYmqt2WWuIXHc6D5I4nMPNeITEMzztsX_IBBFJYLRMTvdRlIOpByR7QKIgsW-g2RBejcdg3vFg3A7u9Y1-wUf0ujA-CKi_EyKIBf0OXs0nbg6zJhOmDbUKDT0XjhMaWqCWHRNir21QlQUqGalsXKuXQX-YNKpk_Ys99_883Qx4HMnADQLXgjvR8zJxvdwktjCZLSiV0_rUSNfxXdsTVirc4p3MdUdrJYU1NvU6d0hsTJYk-2yjmlbugIGSqZYuyTPhpchIWckMkgeToosRTokWu1jZo5wtO2-UTY9lsl6J1iuD9UrcfbwyWRm_wrps7kyLtVdmbJa_Pu3w-9N-sx-Dp-FD-XD7eH_EtnrhFlFa2jHbWMzf3AnylIU-DZfxA9Nd510
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1NT9tAEF21QUK9VNCCmpbSOaBemhWOvV7bp6oFIlpKhBBI3Kz9lCIlTojDgd_UP8nMZiMLpPZo7Wp9mPG859k3M4wdOe8Nxn3Ns0pldM3oOHqJ5TYvkqGVea4d5Tsux_L8Vvy-y--i_qmNsspNTAyB2s4N5ciPkToPywr5iDz2URZxdTr6vrjnNEGKblrjOI3XbAtRMUl7bOvn2fjqumvBW4Tha1S_Q7XUVSyhiYV0CMT4W11xxLAi4eI5THXc88V1aUCh0Q57G-kj_Fjbe5e9cs071r9E5jtfhgQ5fIWT6QRpaHh6z_4iL0Rcgclaqu5jig7mHpD6AaUIiYsDTYrwajoF84gH43Zw9w_0Qz6h14VhQkDdnhBPLOhH8Go5c0tYdLqYAbQqtPdcOU7YaIEaeMyIyw5ANRaogKSxca1dSwBg1uUo2z12Ozq7OTnncUADNwhjK-5E6mXm0tJktjKFrUjYaX1upEv80KbCSoVbvJOlTrRWUlhjc69LhzTHFFm2z3rNvHEfGCiZa-myshBeioLyLIVBKmFyDDjCKdFn3zb2qBfrPhx113GZrFej9epgvRp3H2xMVsdvsq07D-qzwcaM3fK_T_v4_9O-sG30xPrPr_HFJ_YmDU5EGrUD1lstH9xnJC0rfRi98Ql-POz5
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=Recent+intensification+of+the+seasonal+rainfall+cycle+in+equatorial+Africa+revealed+by+farmer+perceptions%2C+satellite-based+estimates%2C+and+ground-based+station+measurements&rft.jtitle=Climatic+change&rft.au=Salerno%2C+Jonathan&rft.au=Diem%2C+Jeremy+E.&rft.au=Konecky%2C+Bronwen+L.&rft.au=Hartter%2C+Joel&rft.date=2019-03-01&rft.pub=Springer+Netherlands&rft.issn=0165-0009&rft.eissn=1573-1480&rft.volume=153&rft.issue=1-2&rft.spage=123&rft.epage=139&rft_id=info:doi/10.1007%2Fs10584-019-02370-4&rft.externalDocID=10_1007_s10584_019_02370_4
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0165-0009&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0165-0009&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0165-0009&client=summon