Evidence map›Paper›PMID 40382396›Full record

ArticleScientific reports2025

Monsoon rainfall trends and change point detection affecting kharif paddy ecosystems and gross primary productivity in Odisha.

Susri B Barnana Behera, Sarat Chandra Sahu, Roshan Beuria, Satyaban Bishoyi Ratna, Priyambada Pattanaik

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Susri B Barnana BeheraCenter for Environment and Climate, Siksha 'O' Anusandhan (Deemed to Be University), Bhubaneswar, India.
Sarat Chandra SahuCenter for Environment and Climate, Siksha 'O' Anusandhan (Deemed to Be University), Bhubaneswar, India. director.cec@soa.ac.in.
Roshan BeuriaCenter for Environment and Climate, Siksha 'O' Anusandhan (Deemed to Be University), Bhubaneswar, India.
Satyaban Bishoyi RatnaClimate Research and Services, India Meteorological Department, Pune, India.
Priyambada PattanaikCenter for Environment and Climate, Siksha 'O' Anusandhan (Deemed to Be University), Bhubaneswar, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study uses data from 1901 to 2023 to investigate the long-term spatiotemporal variations and trends in monsoon rainfall. It also looks at how these changes may affect Kharif Paddy production in the state's agro-climatic zones from 2000 to 2022. The Pettitt test was used to identify sudden alterations in rainfall patterns, and the Mann-Kendall (MK) test was used to assess rainfall trends. The findings show that most districts in Odisha have no significant change in monsoon rainfall, indicating a generally consistent pattern over the past 123 years. Only Sundergarh in the North-Western Plateau Zone showed a significant negative trend (-2.51), highlighting potential localized vulnerabilities. Change detection analysis shows the probable change years vary by districts (under agro-climatic zones) ranging from 1919 to 2009, whereas inter-seasonal rainfall variability was recorded to increase after 1980. The relationship between GPP and rainfall revealed non-linear characterises. Meanwhile, the seasonal trend from 2000 to 2022 showed a favourable increase in Gross Primary Productivity (GPP), averaging 10.88 gC/m

Indexed as

Agro-climatic zoneClimate threshold analysisGross primary productivityKharif paddy

Identifiers

PMID40382396
PMCPMC12085621

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.