Evidence map›Paper›PMID 41526508›Full record

ArticleScientific reports2026

Resourceful utilization of crop residue by smallholder farmers in major grain-producing areas: pathways and countermeasures.

Yuhang Ge, Liangxin Fan

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

2 authors.

Yuhang GeSchool of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo, Henan Province, China.
Liangxin FanSchool of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo, Henan Province, China. flx@hpu.edu.cn.

Funding

2023 Annual Project of Philosophy and Social Science Planning of Henan Province 2023BSH010Project of Surveying and Mapping Science and Technology 'Double First-class' Discipline Cultivation of Henan Polytechnic University GCCRC202304
6 · The paper itself

Abstract

Enhancing the rate and efficiency of crop residue utilization is critical for sustainable agriculture and cleaner production. However, differentiated utilization patterns, influencing factors, and economic efficiency among smallholder farmers remain largely unknown. This study explored the barriers, motivations, influencing factors, as well as economic inputs and outputs of crop residue utilization among 382 respondents (267 in plains and 115 in hilly areas) in China's main grain-producing regions. The results indicate that fertilizer (49.76% of respondents) and livestock feed (19.18%) were the most prevalent ways of crop residue utilization, followed by crop residue selling (9.29%), crop residue used for domestic fuel (2.94%), and raw materials (1.41%). The collectable crop residue yield (7759.24 kg), utilization rate (87.17%), total economic input (79.70 USD/ha), and output (164.84 USD/ha) among farmers in plain areas were higher than those in hilly areas (3812.04 kg, 71.07%, 66.79 USD/ha, and 144.55 USD/ha, respectively). The return on investment (ROI) was significantly higher in plains (113.92%) than in hilly areas (98.54%). Environmental protection and crop residue recycling were identified as the main motivations for the high rate of crop residue utilization, while additional inputs for crop residue utilization and labor shortages were significant barriers in plain and hilly areas, while farmers in plain areas are most constrained by the additional funds and labor input they need, while those in mountainous areas face more severe challenges related to a lack of knowledge, equipment and market access. The use of crop residue for livestock feed, fertilizer, and sales was positively influenced by agricultural income, planting area, and available crop residue yield. Factors affecting crop residue utilization for raw materials and domestic fuel varied across terrains. In plain areas, crop residue used for raw materials was affected by gender, while in hilly areas, crop residue used for domestic fuel was affected by age, market availability, and awareness of crop residue resources. These findings suggest that differentiated strategies are required: implementing targeted Farmer Field Schools (FFS) to improve technical skills and residue management; providing financial incentives to offset machinery and sales costs; promoting land consolidation and mechanized, large-scale residue collection; and developing regional residue markets with centralized collection networks and on-site processing facilities, particularly in hilly areas.

Indexed as

Cost–benefit analysisCrop residueCrop residue managementResourceful utilization

Identifiers

PMID41526508
PMCPMC12876842

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.