Evidence map›Paper›PMID 42717096›Full record

ArticleNature2026

Advancing conflict research and response through satellite-derived data.

Valerie Sticher, Corinne Bara, Jenniina Kotajoki, Lars Bromley, Thierry Crevoisier, Emanuele Dalsasso, Olivier Dietrich, Karsten Donnay, Filip Dorm, Manuel Fiol and 7 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature, 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

17 authors.

Valerie SticherCenter for Security Studies, ETH Zurich, Zurich, Switzerland. sticherv@ethz.ch.ORCID http://orcid.org/0000-0003-0827-8958
Corinne BaraCenter for Security Studies, ETH Zurich, Zurich, Switzerland. corinne.bara@sipo.gess.ethz.ch.ORCID http://orcid.org/0000-0001-9831-0573
Jenniina KotajokiCenter for Security Studies, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-9952-4626
Lars BromleyUnited Nations Satellite Centre (UNOSAT), Geneva, Switzerland.
Thierry CrevoisierWorld Food Programme (WFP), Rome, Italy.
Emanuele DalsassoEnvironmental Computational Science and Earth Observation Laboratory, EPFL, Sion, Switzerland.ORCID http://orcid.org/0000-0001-7170-9015
Olivier DietrichPhotogrammetry and Remote Sensing, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0009-0005-8530-2650
Karsten DonnayDepartment of Political Science, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-9080-6539
Filip DormEnvironmental Computational Science and Earth Observation Laboratory, EPFL, Sion, Switzerland.ORCID http://orcid.org/0009-0007-1991-2324
Manuel FiolUnited Nations Satellite Centre (UNOSAT), Geneva, Switzerland.
Xi LiState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China.
Mikael Hiberg NaghizadehGerman Institute of Global and Area Studies, Hamburg, Germany.ORCID http://orcid.org/0000-0001-5923-7502
Corey ScherCollege of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, USA.ORCID http://orcid.org/0000-0002-6435-839X
Jamon Van Den HoekCollege of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, USA.ORCID http://orcid.org/0000-0001-8074-0022
Konrad SchindlerPhotogrammetry and Remote Sensing, ETH Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-3172-9246
Devis TuiaEnvironmental Computational Science and Earth Observation Laboratory, EPFL, Sion, Switzerland.ORCID http://orcid.org/0000-0003-0374-2459
Jan Dirk WegnerEcoVision Lab, Department of Mathematical Modeling and Machine Learning, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-0290-6901

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With armed conflicts at a historic high and attacks on civilians rising

Identifiers

PMID42717096
PMCPMC13600924

What OpenQuestion holds

Textmetadata
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.