Evidence map›Paper›PMID 39939710›Full record

ArticleScientific reports2025

Analysis of farmers' perceptions on sustainable sweet orange farming in nigeria amid climate change.

Timothy O Ogunbode, Vincent I Esan, Modupe H Ayegboyin, Oladotun M Ogunlaran, Elizabeth T Sangoyomi, John A Akande

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Timothy O OgunbodeEnvironmental Management and Crop Production Unit, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria. timothy.ogunbode@bowen.edu.ng.
Vincent I EsanEnvironmental Management and Crop Production Unit, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria.
Modupe H AyegboyinEnvironmental Management and Crop Production Unit, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria.
Oladotun M OgunlaranMathematics Programme, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria.
Elizabeth T SangoyomiEnvironmental Management and Crop Production Unit, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria.
John A AkandeEnvironmental Management and Crop Production Unit, College of Agriculture, Engineering and Science, Bowen University, Iwo, Osun State, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study evaluates sweet orange farmers' understanding of climate change impacts on sweet orange farming in Nigeria. A survey was conducted among 480 farmers across six key sweet orange-producing states, with 418 completed questionnaires analysed using descriptive and inferential statistical methods. The findings revealed that 78% of sweet orange farmers were male, 61% used pesticides for pest control, and 34.92% managed between 1 and 3 acres of sweet orange farms. The data underwent rigorous validation using the Kaiser-Meyer-Olkin and Bartlett's tests (p < 0.05), confirming its suitability for factor analysis. Six key factors shaping farmers' perceptions of climate change impacts were identified: production volume, high-temperature effects, prolonged dry seasons, shifting rainfall patterns, flooding incidence, and poor seedling performance. To mitigate climate change impacts, three major adaptation strategies were highlighted: (i) regular and timely dissemination of climate-related information to farmers (36.33%), (ii) enhanced government support through access to credit, extension services, public lectures, outreach programmes, and agrochemical subsidies (23.38%), and (iii) promotion of heat-resistant seeds and seedlings (11.50%). Policy recommendations include the establishment of a climate-resilient agricultural framework that integrates climate-smart farming techniques into extension services. The government should prioritise subsidies and financial support for smallholder farmers to enhance adaptive capacity. Additionally, investment in agricultural research to develop and distribute climate-resilient sweet orange seedlings should be intensified. Collaboration between meteorological agencies and agricultural extension officers should be strengthened to ensure farmers receive accurate, timely weather forecasts. Lastly, policymakers should design region-specific climate adaptation policies to support sustainable sweet orange production. Further research is recommended to assess the long-term effectiveness of these adaptation strategies in sustaining sweet orange farming under changing climatic conditions.

Indexed as

AgricultureCitrus sinensisClimate ChangeFarmersAdultFemaleHumansMaleMiddle AgedNigeriaPerceptionSurveys and QuestionnairesAdaptation strategiesCitrus farmingClimate changeSustainable productionSweet orange

Identifiers

PMID39939710
PMCPMC11822024

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.