Paper · 2024 · Agriculture

Spatial–Temporal Analysis of Impacts of Climate Variability on Maize Yield in Kenya

Renish Awuor Ondiek; Mohamed Saber; Mohammed Abdel-Fattah

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claims
8
verbatim quotes
3
citations
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research areas
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Open access · cc-by

Abstract

This study examined the spatial temporal impacts of climate variability on maize yield in Kenya. The maize yield data were obtained from the Kenya Maize Yield Database while climatic variable data were obtained from the Climatic Research Unit gridded Time Series (CRU TS) with a spatial resolution of 0.5° × 0.5°. The non-parametric Mann–Kendall and Sen’s slope tests showed no trend in the data for maximum temperature, minimum temperature and precipitation. The spatial maps patterns highlight the rampancy of wetter areas in the Lake Victoria basin and Highlands East of Rift Valley compared to other regions. Additionally, there is a decreasing trend in the spatial distribution of precipitation in wetter areas and an increasing trend in maximum temperature in dry areas, albeit not statistically significant. Spearman’s rank correlation test showed a strong positive correlation between maize yield and the climatic parameters for the Lake Victoria basin, Highlands East of Rift Valley, Coastal Strip and North Western Regions. The findings suggest that climate variability has a significant impact on maize yield for four out of six climatological zones. We recommend adoption of policies and frameworks that will augment adaptive capacity and build resilience to climatic changes.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 7

Observationobservedoriginal resultmeasured

Claim · model-written summary

Maximum temperature, minimum temperature and precipitation showed no trend in the overall data.

Outcome
maximum temperature, minimum temperature and precipitatione0
Direction
no trende0

Not reportedTaxon

Verbatim

e0

“no trend in the data for maximum temperature, minimum temperature and precipitation”

✓ located verbatim in the source · abstract, characters 375–458 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Wetter areas were more prevalent in the Lake Victoria basin and Highlands East of Rift Valley than other regions.

Outcome
wetter arease0
Direction
rampancye0
Comparator
other regionse0
Setting
Lake Victoria basin and Highlands East of Rift Valleye0

Not reportedTaxon

Verbatim

e0

“rampancy of wetter areas in the Lake Victoria basin and Highlands East of Rift Valley compared to other regions”

✓ located verbatim in the source · abstract, characters 500–611 · show in text ↑
Observationobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

Precipitation declined spatially in wetter areas without statistical significance.

Outcome
spatial distribution of precipitatione0
Direction
decreasinge0
Setting
wetter arease0

Not reportedTaxon

Verbatim

e0

“decreasing trend in the spatial distribution of precipitation in wetter areas and an increasing trend in maximum temperature in dry areas, albeit not statistically significant”

✓ located verbatim in the source · abstract, characters 638–813 · show in text ↑
Observationobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

Maximum temperature increased spatially in dry areas without statistical significance.

Outcome
maximum temperaturee0
Direction
increasinge0
Setting
dry arease0

Not reportedTaxon

Verbatim

e0

“increasing trend in maximum temperature in dry areas, albeit not statistically significant”

✓ located verbatim in the source · abstract, characters 723–813 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Maize yield was strongly positively correlated with climatic parameters in Lake Victoria basin, Highlands East of Rift Valley, Coastal Strip and North Western Regions.

Taxon
maizeZea mayse0
Outcome
maize yielde0
Direction
positivee0
Qualifier
climatic parameterse0
Setting
Lake Victoria basin, Highlands East of Rift Valley, Coastal Strip and North Western Regionse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“strong positive correlation between maize yield and the climatic parameters for the Lake Victoria basin, Highlands East of Rift Valley, Coastal Strip and North Western Regions”

✓ located verbatim in the source · abstract, characters 857–1032 · show in text ↑
Associationauthor interpretationoriginal resultsignificant (as stated)measured

Claim · model-written summary

Climate variability had a significant impact on maize yield in four of six climatological zones.

Taxon
maizeZea mayse0
Outcome
maize yielde0
Qualifier
climate variabilitye0
Setting
four out of six climatological zonese0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“climate variability has a significant impact on maize yield for four out of six climatological zones”

✓ located verbatim in the source · abstract, characters 1060–1160 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors recommend policies and frameworks to build adaptive capacity and resilience to climate change.

Taxon
MaizeZea mayst0
Outcome
adoption of policies and frameworks that will augment adaptive capacity and build resilience to climatic changese0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“adoption of policies and frameworks that will augment adaptive capacity and build resilience to climatic changes”

✓ located verbatim in the source · abstract, characters 1175–1287 · show in text ↑
t0

“Maize”

✓ located verbatim in the source · title, characters 63–68 · show in text ↑