Evidence map›Paper›PMID 42260057›Full record

ArticleScientific reports2026

Climatic transferability and regional validation of a PAT-based mechanistic model for apple scab ascospore maturation under temperate Himalayan conditions.

Arif Bashir, Shakeel Ahmad Mir, Tariq Rasool, Bhagyashree Dhekale, Shashank Shekar, Shabir Ahmad Mir, Masood Saleem Mir, Shabir Ahmad Wani

Abstract read
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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Arif BashirDivision of Agri-Statistics, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India. malikarifbashir5@gmail.com.
Shakeel Ahmad MirDivision of Agri-Statistics, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Tariq RasoolDivision of Plant Pathology, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Bhagyashree DhekaleDivision of Agri-Statistics, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Shashank ShekarDivision of Plant Pathology, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Shabir Ahmad MirARIS SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Masood Saleem MirDivision of Veterinary Pathology, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.
Shabir Ahmad WaniInstitute of Business and Policy Research, SKUAST-Kashmir, Shalimar, Srinagar, 190025, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The seasonal availability of airborne ascospores of Venturia inaequalis is a key determinant of primary apple scab infections, and mechanistic models describing ascospore maturation are widely used in disease forecasting systems. However, the applicability of such models under climatic conditions different from those for which they were originally developed remains insufficiently evaluated. This study presents a field evaluation of the climatic transferability of the Proportion of Ascospores capable of becoming Airborne (PAT) based ascospore maturation model proposed by Rossi et al. in 2000, under the temperate Himalayan conditions of Jammu and Kashmir, India. The original model structure and equations were retained and applied using hourly meteorological data (air temperature, rainfall, relative humidity and leaf wetness) collected over six consecutive seasons (2020-2025). Model outputs describing ascospore maturation and discharge dynamics were evaluated against independent field observations of airborne V. inaequalis ascospores obtained using a volumetric spore trap. Validation was conducted using event-based biological validation and statistical goodness-of-fit metrics. The model consistently reproduced the timing of ascospore availability, the accelerated maturation phase, and the exhaustion of the primary ascospore pool. Approximately 90% of observed ascospore release events occurred within model-predicted release-favourable windows. Statistical evaluation of maturation trajectories showed excellent agreement between predicted and observed dynamics (R

Indexed as

AscomycotaMalusPlant DiseasesSpores, FungalClimateHimalayasIndiaSeasonsTemperatureApple scabAscospore releaseEpidemiologyModel developmentSpore maturationTemperate HimalayasVenturia inaequalis

Identifiers

PMID42260057
PMCPMC13490440

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