Data · dataset · 2026
<b>From Agricultural Support to Climate Resilience: A Data-Driven Framework for Agricultural</b>
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<p dir="ltr">This study develops a data-driven framework for climate-resilient agricultural investment in Zimbabwe.
Description
It examines how historical agricultural and climate data can be used to identify different sources and patterns of agricultural vulnerability and to match these conditions with appropriate categories of resilience investment.</p><p dir="ltr">The analysis combines FAOSTAT crop statistics for 2000–2023, ERA5 reanalysis climate data from the World Bank Climate Change Knowledge Portal, and provincial Agricultural Stress Index and crop-area rainfall data from FAO GIEWS/ASIS.
Production is decomposed into harvested-area and yield components, while rainfall–crop relationships and provincial drought exposure are examined.</p><p dir="ltr">The results indicate that Zimbabwe’s recent agricultural climate challenge is characterised more by substantial rainfall variability than by a statistically significant decline in seasonal rainfall. Production instability in rainfed cereals is predominantly associated with yield variation, while irrigated wheat exhibits a contrasting pattern in which harvested-area variation accounts for most production variance.
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Drought exposure also differs substantially across provinces.</p><p dir="ltr">On this basis, the paper proposes a differentiated investment framework linking climate exposure, agricultural performance, the mechanism of instability, investment categories, and the evidence required before selecting specific interventions.</p><p dir="ltr">The framework is an analytical proposition derived from observational data. It does not rank investments, allocate budgets, or establish causal effects.
A key evidence limitation is the absence of consistent publicly available provincial agricultural performance data, which constrains the precision with which investment profiles can currently be targeted.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33985987.v2 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Agricultural economics · Earth & Environmental Science · Economics & Finance · Engineering · Life Sciences · Public policy
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/33985987 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:380101 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Agricultural economics'] |
| concepts[field].anzsrc:field:440709 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Public policy'] |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |