Comprehensive modelling of coastal landuse and land cover (LULC) dynamics and future changes using random forest, GEE, and MLP–Markov chain integration: a geo-computational approach
- DOI
- 10.1038/s41598-026-60792-4
- Published
- 2026-07-17
- Container
- Scientific Reports
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-60792-4,
title = {Comprehensive modelling of coastal landuse and land cover (LULC) dynamics and future changes using random forest, GEE, and MLP–Markov chain integration: a geo-computational approach},
author = {P. S. Fathimathu Sahala and S. Kaliraj and Reji Srinivas and Ramesh Madipally and Girish Gopinath and Suresh Devaraj and Parthiban Loganathan},
year = {2026},
journal = {Scientific Reports},
doi = {10.1038/s41598-026-60792-4},
url = {https://doi.org/10.1038/s41598-026-60792-4}
}RIS
TY - JOUR TI - Comprehensive modelling of coastal landuse and land cover (LULC) dynamics and future changes using random forest, GEE, and MLP–Markov chain integration: a geo-computational approach AU - P. S. Fathimathu Sahala AU - S. Kaliraj AU - Reji Srinivas AU - Ramesh Madipally AU - Girish Gopinath AU - Suresh Devaraj AU - Parthiban Loganathan PY - 2026 JO - Scientific Reports DO - 10.1038/s41598-026-60792-4 UR - https://doi.org/10.1038/s41598-026-60792-4 ER -
APA
Sahala, P. S. F., Kaliraj, S., Srinivas, R., Madipally, R., Gopinath, G., Devaraj, S., & Loganathan, P. (2026). Comprehensive modelling of coastal landuse and land cover (LULC) dynamics and future changes using random forest, GEE, and MLP–Markov chain integration: a geo-computational approach. Scientific Reports. https://doi.org/10.1038/s41598-026-60792-4
Source records
- crossref · retrieved 2026-09-25T08:52:02.336Z