Evidence map›Paper›PMID 40599674›Full record

ArticleInternational journal of applied earth observation and geoinformation : ITC journal2025

Geospatial impact evaluation of a low-cost agricultural intervention for enhancing environmental resilience.

Pratap Khattri, Rachel Sayers, Kunwar K Singh, Ryan Slapikas, Chet Bahadur Tamang, Dinee Tamang, Brad Sagara, Ariel BenYishay

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of applied earth observation and geoinformation : ITC journal, 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

8 authors.

Pratap KhattriAidData, Global Research Institute, William & Mary, Williamsburg, VA 23185, USA.
Rachel SayersAidData, Global Research Institute, William & Mary, Williamsburg, VA 23185, USA.
Kunwar K SinghAidData, Global Research Institute, William & Mary, Williamsburg, VA 23185, USA.
Ryan SlapikasAidData, Global Research Institute, William & Mary, Williamsburg, VA 23185, USA.
Chet Bahadur TamangManaging Risk Through Economic Development, Mercy Corps, Lalitpur 44700, Nepal.
Dinee TamangManaging Risk Through Economic Development, Mercy Corps, Lalitpur 44700, Nepal.
Brad SagaraResearch & Learning, Mercy Corps, Portland, OR 97204, USA.
Ariel BenYishayAidData, Global Research Institute, William & Mary, Williamsburg, VA 23185, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Land degradation poses a significant threat to ecosystems and livelihoods, particularly in disaster-prone regions. In these settings, the promotion of certain agricultural practices with economic incentives, such as sugarcane (

Indexed as

Developmental interventionsDifference-in-difference (DID)Geospatial impact evaluation (GIE)Impact evaluationMachine-learning algorithmsRiverbank degradationSugarcane farming

Identifiers

PMID40599674
PMCPMC12174015

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.