Paper · 2019 · American Journal of Biological and Environmental Statistics

Crop Yield Response and Community Resilience to Climate Change in the Bamenda Highlands

Innocent Ndoh Mbue; Bitondo Dieudonne; Roland Balgah Azibo

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Open access · cc-by

Abstract

Climate change seems to be the most phytotoxic of all global changes. One of its most subtle impacts on plants development is on their reproductive processes. There has been very little work directed towards agrobiodiversity, and especially subsistence and cash crops in highland ecosystems. An understanding of the effects of climate change on the yield of such crops could contribute to the sustainable management of such ecosystems to avoid degradation and subsequent increases in poverty and hunger. This cross-sectional study assesses the trends and effects of climate change on the reproductive processes of plant species within rainfed agricultural systems in the Bamenda Highlands of Cameroon, together with community resilience. Twenty-four-year climatic data (1991 – 2015) and crop yield statistic over the same period constituted our secondary data sources. Primary data from field observations and focus group interviews with some 140 farmers complemented our database. Multiple regression analysis was used to test if rainfall and temperature significantly predicted crop yield. Community resilience was captured using ten indicators of social-ecological resilience in four domains. The results showed that, for the subsistence crops, the main effect of temperature on yield was significant, F (2, 23) = 7.91, MSE = 23.20, p < .01, as was the main effect of precipitation, F (2, 23) = 12.70, MSE = 23.20, p < .01. Declining yields have led to high prices of food items in the market, undermining food security. On the contrary, the two predictors of crop yield explained only 16.4% of the variance in cash crop yield (R2=.164, F (2, 21) = 2.065, p = .152). Neither rainfall (ß = .296, p = .236) nor temperature (ß =.-177.013, p = .233) significantly predicted cash crop yield (tea) yield, suggesting that decline in production could be as a result of estraneous variables such as the political environment and inadequate agricultural inputs. Consensus scores and trends for the indicators of social-ecological resilience ranged from low to medium, indicating a rather weak capacity of communities to cope with external stresses and disturbances. Cash-crop intensification, a driver of biodiversity loss elsewhere, did not negatively affect native tree richness within parcels. The result suggests a need to open up procedures and practices of participation and inclusion in order to accommodate pluralism, contestation and incommensurable perspectives and knowledge systems. Joining efforts to build community resilience, specifically by increasing livelihood diversity, local ecological knowledge, and social network connectivity, may help conservation agencies conserve the rapidly declining agrobiodiversity in the region.

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Claims 8

Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Temperature had a significant main effect on subsistence crop yield.

Taxon
subsistence cropse1
Treatment
temperaturee1
Outcome
yielde1
Value
F (2, 23) = 7.91e1

Not reportedDirection

Verbatim

e1

“for the subsistence crops, the main effect of temperature on yield was significant, F (2, 23) = 7.91”

✓ located verbatim in the source · abstract, characters 1221–1321 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Precipitation had a significant main effect on subsistence crop yield.

Taxon
subsistence cropse2
Treatment
precipitatione2
Outcome
yielde2
Value
F (2, 23) = 12.70e2

Not reportedDirection

Verbatim

e2

“for the subsistence crops, the main effect of temperature on yield was significant, F (2, 23) = 7.91, MSE = 23.20, p < .01, as was the main effect of precipitation, F (2, 23) = 12.70”

✓ located verbatim in the source · abstract, characters 1221–1403 · show in text ↑
Observationobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Rainfall and temperature explained only 16.4% of the variance in cash crop yield, which was not significant.

Taxon
cash crope3
Outcome
variance in cash crop yielde3
Value
16.4%e3

Verbatim

e3

“the two predictors of crop yield explained only 16.4% of the variance in cash crop yield (R2=.164, F (2, 21) = 2.065, p = .152)”

✓ located verbatim in the source · abstract, characters 1541–1668 · show in text ↑
Associationobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Rainfall did not significantly predict tea yield.

Taxon
teae4
Treatment
rainfalle4
Outcome
cash crop yielde4
Value
ß = .296e4

Not reportedDirection

Verbatim

e4

“Neither rainfall (ß = .296, p = .236) nor temperature (ß =.-177.013, p = .233) significantly predicted cash crop yield (tea) yield”

✓ located verbatim in the source · abstract, characters 1670–1800 · show in text ↑
Associationobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Temperature did not significantly predict tea yield.

Taxon
teae4
Treatment
temperaturee4
Outcome
cash crop yielde4
Value
ß =.-177.013e4

Not reportedDirection

Verbatim

e4

“Neither rainfall (ß = .296, p = .236) nor temperature (ß =.-177.013, p = .233) significantly predicted cash crop yield (tea) yield”

✓ located verbatim in the source · abstract, characters 1670–1800 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Indicators of social-ecological resilience ranged from low to medium.

Outcome
indicators of social-ecological resiliencee0
Qualifier
ranged from low to mediume0

Not reportedTaxon

Verbatim

e0

“Consensus scores and trends for the indicators of social-ecological resilience ranged from low to medium”

✓ located verbatim in the source · abstract, characters 1955–2059 · show in text ↑

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Associationobservedoriginal resultno effectmeasured

Claim · model-written summary

Cash-crop intensification did not negatively affect native tree richness within parcels.

Taxon
native treee5
Treatment
Cash-crop intensificatione5
Outcome
native tree richnesse5
Direction
did not negatively affecte5

Verbatim

e5

“Cash-crop intensification, a driver of biodiversity loss elsewhere, did not negatively affect native tree richness within parcels”

✓ located verbatim in the source · abstract, characters 2159–2288 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Joining efforts to build community resilience may help conservation agencies conserve agrobiodiversity.

Outcome
agrobiodiversitye6

Not reportedTaxon

Verbatim

e6

“may help conservation agencies conserve the rapidly declining agrobiodiversity in the region”

✓ located verbatim in the source · abstract, characters 2645–2737 · show in text ↑

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