Evidence map›Paper›PMID 41580442›Full record

ReviewNature communications2026

Printing technologies for monitoring crop health.

David Panáček, Vojtěch Kupka, Martin-Alex Nalepa, Ivan Dědek, Ruslan Álvarez-Diduk, Selin Olenik, Jose Flauzino, Jan Zdražil, Petr Jakubec, Lukáš Zdražil and 9 more

Abstract readReview
In one paragraph

Review in Nature communications, 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

19 authors.

David PanáčekDepartment of Bioengineering, Royal School of Mines, Imperial College London, London, UK.
Vojtěch KupkaCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.ORCID http://orcid.org/0000-0002-7628-2919
Martin-Alex NalepaCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.ORCID http://orcid.org/0009-0000-0241-7916
Ivan DědekCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.
Ruslan Álvarez-DidukCatalan Institute of Nanoscience and Nanotechnology, ICN2, BIST, and CSIC, Campus UAB, Bellaterra, Barcelona, Spain.ORCID http://orcid.org/0000-0002-9876-1574
Selin OlenikDepartment of Bioengineering, Royal School of Mines, Imperial College London, London, UK.
Jose FlauzinoDepartment of Bioengineering, Royal School of Mines, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-0437-4435
Jan ZdražilCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.
Petr JakubecCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.
Lukáš ZdražilCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.ORCID http://orcid.org/0000-0002-5284-9845
Lukáš SpíchalCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.ORCID http://orcid.org/0000-0001-6483-8628
Keval K SonigaraFuture Energy and Innovation Laboratory, Central European Institute of Technology, Brno University of Technology, Brno, Czechia.ORCID http://orcid.org/0000-0002-3385-0226
Radek ZbořilCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia.ORCID http://orcid.org/0000-0002-3147-2196
Martin PumeraFaculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia.
Arben MerkoçiCatalan Institute of Nanoscience and Nanotechnology, ICN2, BIST, and CSIC, Campus UAB, Bellaterra, Barcelona, Spain.ORCID http://orcid.org/0000-0003-2486-8085
Joseph WangAiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0002-4921-9674
Nuria De DiegoCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia. nuria.de@upol.cz.ORCID http://orcid.org/0000-0003-4539-2696
Firat GüderDepartment of Bioengineering, Royal School of Mines, Imperial College London, London, UK. f.guder@imperial.ac.uk.ORCID http://orcid.org/0000-0001-5454-0609
Michal OtyepkaCzech Advanced Technology and Research Institute (CATRIN), Palacký University Olomouc, Olomouc, Czechia. michal.otyepka@upol.cz.ORCID http://orcid.org/0000-0002-1066-5677

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Agricultural production requires low-cost sensors capable of delivering reliable, high-resolution data across large areas. Rising food demand, limited arable land, and severe soil degradation have accelerated the adoption of precision agriculture, which relies on real-time monitoring of soil, plant, and environmental conditions. Central to this shift is the development of scalable sensor technologies enabled by advances in materials science. Printing techniques, including inkjet, screen, aerosol jet, 3D printing, and direct laser writing, offer versatile routes to fabricate flexible, large-area, and plant-integrated sensors. This Review surveys recent progress in printable low-dimensional materials for agricultural sensing, examines their physicochemical properties in relation to sensor performance, and discusses key challenges and future opportunities requiring interdisciplinary integration.

Identifiers

PMID41580442
PMCPMC12936174

What Socratic 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 Socratic graph.