A lightweight and generalizable deep learning framework for early detection of rice leaf diseases in complex field environments.

Zhang C, Hao X, Liang J, Li L, Li W.

Open source

DOI: 10.1038/s41598-025-32568-9
Published: 2025-12-22
Container: Sci Rep
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-32568-9,
  title = {A lightweight and generalizable deep learning framework for early detection of rice leaf diseases in complex field environments.},
  author = {Zhang C and  Hao X and  Liang J and  Li L and  Li W.},
  year = {2025},
  journal = {Sci Rep},
  doi = {10.1038/s41598-025-32568-9},
  url = {https://doi.org/10.1038/s41598-025-32568-9}
}

RIS

TY  - JOUR
TI  - A lightweight and generalizable deep learning framework for early detection of rice leaf diseases in complex field environments.
AU  - Zhang C
AU  -  Hao X
AU  -  Liang J
AU  -  Li L
AU  -  Li W.
PY  - 2025
JO  - Sci Rep
DO  - 10.1038/s41598-025-32568-9
UR  - https://doi.org/10.1038/s41598-025-32568-9
ER  -

APA

C, Z., X, H., J, L., L, L., & W., L. (2025). A lightweight and generalizable deep learning framework for early detection of rice leaf diseases in complex field environments.. Sci Rep. https://doi.org/10.1038/s41598-025-32568-9

Source records

europe-pmc · retrieved 2026-09-25T22:46:19.349Z
doaj · retrieved 2026-09-25T22:46:19.342Z