Characteristics of Monthly Climate Extremes in High Fire Frequency Biogeographic Zones of India

Murmu, Madhusmita; Mamgain, Shailja; Roy, Arijit; Karnatak, Harish Chandra; Bhatt, Chandra Mohan

doi:10.5194/isprs-annals-X-5-W2-2025-421-2025

Articles | Volume X-5/W2-2025

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Articles | Volume X-5/W2-2025

https://doi.org/10.5194/isprs-annals-X-5-W2-2025-421-2025

Articles | Volume X-5/W2-2025

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19 Dec 2025

| 19 Dec 2025

Characteristics of Monthly Climate Extremes in High Fire Frequency Biogeographic Zones of India

Madhusmita Murmu, Shailja Mamgain, Arijit Roy, Harish Chandra Karnatak, and Chandra Mohan Bhatt

Madhusmita Murmu

Indian Institute of Remote Sensing, Indian Space Research Organisation (ISRO), Dehradun, India

Shailja Mamgain

https://orcid.org/0000-0002-0758-7655

Indian Institute of Remote Sensing, Indian Space Research Organisation (ISRO), Dehradun, India

Arijit Roy

Indian Institute of Remote Sensing, Indian Space Research Organisation (ISRO), Dehradun, India

Harish Chandra Karnatak

Indian Institute of Remote Sensing, Indian Space Research Organisation (ISRO), Dehradun, India

Chandra Mohan Bhatt

Indian Institute of Remote Sensing, Indian Space Research Organisation (ISRO), Dehradun, India

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IMPACT OF FOREST FIRE EMISSIONS ON AIR QUALITY OVER WESTERN HIMALAYA REGION

M. Murmu, A. Roy, H. C. Karnatak, and P. Chauhan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1153–1160, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1153-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1153-2022, 2022

Unravelling Global Fire Regimes: Seasonal Mapping and Multi-Variable Characterization of Fire Activity

Athira V. Mukundan, Arijit Roy, Ajay Kumar, and Harish Chandra Karnatak

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W2-2025, 405–412, https://doi.org/10.5194/isprs-annals-X-5-W2-2025-405-2025,https://doi.org/10.5194/isprs-annals-X-5-W2-2025-405-2025, 2025

Urban Parks and their Cooling Potential: Evaluating how Park Characteristics Affects Land Surface Temperature

Bhoomika Ghale, Shailja Mamgain, Kshama Gupta, and Arijit Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 29–35, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-29-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-29-2025, 2025

Bioclimatic Drivers of Amur Falcon Habitat Dynamics Using Advanced Machine Learning Models

Bhoomika Ghale, Shailja Mamgain, Kshama Gupta, Arijit Roy, and Harish Chandra Karnatak

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 37–43, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-37-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-37-2025, 2025

Earth Observation-Based Analysis and Modelling of Coastline Erosion and Accretion Along the Parts of the East Coast of India

Rasmoni Karak, Shailja Mamgain, P. G. Dhar Chakrabarti, and Arijit Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 65–73, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-65-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-65-2025, 2025

Simulation of Land Use and Land Cover Using the MOLUSCE Plugin Integrated with QGIS for the Western Himalayan Region of India

Shanti Kumari and Arijit Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 81–85, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-81-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-81-2025, 2025

Assessment of Machine Learning Models for Predicting Aboveground Biomass in the Indian Subcontinent

Shailja Mamgain, Bhoomika Ghale, Harish Chandra Karnatak, and Arijit Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 109–115, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-109-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-109-2025, 2025

Mapping Forest Fire Dynamics: A Global Perspective on Trends of Severity and Frequency Across Sub-Biomes

Shailja Mamgain, Bhoomika Ghale, Arijit Roy, and Harish Chandra Karnatak

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-5-2024, 117–123, https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-117-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-5-2024-117-2025, 2025

FOREST FIRE BURNT AREA EXTRACTION USING FUZZY INTEGRATION OF MULTI-SENSOR SATELLITE DATA FOR THE HIMALAYAN STATE

S. Mamgain, H. C. Karnatak, and A. Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 285–291, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-285-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-285-2023, 2023

FOREST FIRE RISK MAPPING FOR THE HIMALAYAN STATE UTTARAKHAND USING GOOGLE EARTH ENGINE

A. Basu, S. Mamgain, and A. Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 27–33, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-27-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-27-2023, 2023

EVALUATING PUBLIC URBAN GREEN SPACES: A COMPOSITE GREEN SPACE INDEX FOR MEASURING ACCESSIBILITY AND SPATIAL QUALITY

B. Ghale, K. Gupta, and A. Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 101–108, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-101-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-101-2023, 2023

PARAMETRIZATION OF WEATHER RESEARCH FORECAST MODEL OVER WESTERN HIMALAYAN REGION – INDIA

S. Kumari and A. Roy

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 121–125, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-121-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-121-2023, 2023

LONG-TERM THERMAL ANOMALY DETECTION AND MAPPING AT PIXEL LEVEL USING A GOOGLE EARTH ENGINE TOOL

S. Mamgain, K. Gupta, A. Roy, H. C. Karnatak, and R. P. Singh

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 147–153, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-147-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-147-2023, 2023

IMPACT OF FOREST FIRE EMISSIONS ON AIR QUALITY OVER WESTERN HIMALAYA REGION

M. Murmu, A. Roy, H. C. Karnatak, and P. Chauhan

ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA

S. Mamgain, H. Karnatak, A. Roy, and P. Chauhan

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 533–539, https://doi.org/10.5194/isprs-annals-V-3-2022-533-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-533-2022, 2022

Characteristics of Monthly Climate Extremes in High Fire Frequency Biogeographic Zones of India

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