Transfer Learning in Landslide Susceptibility Mapping: Bridging Data-Rich and Data-Scarce Regions in the Northwestern Himalayas

Authors: Singh, Ankit, Dhiman, Nitesh, Shukla, Dericks Praise

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :3253-3256 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Combined Optical and SAR remote sensing for LULC mapping of Imphal valley using Machine Learning Algorithm

Authors: Gupta, Priyanka, Shukla, Dericks Praise

Source: 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS) Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 2023 International Conference on. 1:1-4 Jan, 2023

Relation: 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS)

Improved Landslide Susceptibility mapping using statistical MLR model

Authors: Niraj, K.C, Singh, Ankit, Shukla, Dericks Praise

Source: 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS) Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 2023 International Conference on. 1:1-4 Jan, 2023

Relation: 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS)

Estimating Suitable Categorization Method for Landslide Susceptibility Mapping of Mandi District

Authors: Singh, Ankit, Gupta, Sharad Kumar, Nitesh, Shukla, Dericks Praise

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :5481-5484 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Sentinel 2 based burn severity mapping and assessing post-fire impacts on forests and buildings in the Mizoram, a north-eastern Himalayan region

Authors: Gupta, Priyanka, Shukla, Arun Kumar, Shukla, Dericks Praise

Source: In Remote Sensing Applications: Society and Environment November 2024 36

Kotrupi landslide deformation study in non-urban area using DInSAR and MTInSAR techniques on Sentinel-1 SAR data

Authors: Niraj, K.C., Gupta, Sharad Kumar, Shukla, Dericks Praise

Source: In Advances in Space Research 15 December 2022 70(12):3878-3891

Forecasting groundwater resources for future sustainability: a geospatial approach in the Himalayan Beas basin.

Authors: Rajput, Utsav¹, utsavrajput00@gmail.com, Shukla, Dericks Praise¹, dericks@iitmandi.ac.in, Swami, Deepak¹, deepak@iitmandi.ac.in

Source: Environmental Earth Sciences; Feb2025, Vol. 84 Issue 4, p1-18, 18p

Discriminative Spectral–Spatial Feature Extraction-Based Band Selection for Hyperspectral Image Classification

Authors: Baisantry, Munmun, Sao, Anil Kumar, Shukla, Dericks Praise

Source: IEEE transactions on geoscience and remote sensing. 60:1-14

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100141497274.0x000001&indx=1&recIds=ETOCvdc_100141497274.0x000001

Selection of shape-preserving, discriminative bands using supervised functional principal component analysis

Authors: Baisantry, Munmun, Sao, Anil K., Shukla, Dericks Praise

Source: International journal of remote sensing. 43(10):3868-3889

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100157989231.0x000001&indx=1&recIds=ETOCvdc_100157989231.0x000001

"Ensembled transfer learning approach for error reduction in landslide susceptibility mapping of the data scare region".

Authors: Singh, Ankit, Dhiman, Nitesh, Niraj, K. C., Shukla, Dericks Praise

Source: Scientific Reports; 11/23/2024, Vol. 14 Issue 1, p1-25, 25p

Subject Terms: MACHINE learning, LANDSLIDE hazard analysis, RANDOM forest algorithms, LANDSLIDES, INDEPENDENT variables, DATA mapping, MULTICOLLINEARITY

Band Selection Using Combined Divergence–Correlation Index and Sparse Loadings Representation for Hyperspectral Image Classification

Authors: Baisantry, Munmun, Sao, Anil Kumar, Shukla, Dericks Praise

Source: IEEE journal of selected topics in applied earth observations and remote sensing. 13:5011-5026

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100121522421.0x000001&indx=1&recIds=ETOCvdc_100121522421.0x000001

Synthesis of fly ash based zeolite-reduced graphene oxide composite and its evaluation as an adsorbent for arsenic removal

Authors: Soni, Richa, Shukla, Dericks Praise

Source: In Chemosphere March 2019 219:504-509

Rock glaciers as proxy for machine learning based debris‐covered glacier mapping of Kinnaur District, Himachal Pradesh.

Authors: Pradhan, Ipshita Priyadarsini, Mahanta, Kirti Kumar, Tiwari, Nishant, Shukla, Dericks Praise

Source: Earth Surface Processes & Landforms; Sep2024, Vol. 49 Issue 11, p3598-3619, 22p

Subject Terms: MACHINE learning, ROCK glaciers, ENVIRONMENTAL sciences, REMOTE-sensing images, SUPPORT vector machines

Evaluating causative factors for landslide susceptibility along the Imphal-Jiribam railway corridor in the North-Eastern part of India using a GIS-based statistical approach.

Authors: Singh, Ankit, Ashuli, Adaphro, C, Niraj K, Dhiman, Nitesh, Dubey, Chandra Shekhar, Shukla, Dericks Praise

Source: Environmental Science & Pollution Research; Sep2024, Vol. 31 Issue 41, p53767-53784, 18p

Subject Terms: LANDSLIDE hazard analysis, RAILROAD stations, LANDSLIDES, INFRASTRUCTURE (Economics)

Comprehensive assessment of rock glaciers in the Himachal Himalayas: Updated inventory and labelling.

Authors: Dash, Alka, Pradhan, Ipshita Priyadarsini, Mahanta, Kirti Kumar, Tiwari, Nishant, Shukla, Dericks Praise

Source: Progress in Physical Geography: Earth & Environment; Aug2024, Vol. 48 Issue 4, p571-594, 24p

Subject Terms: LAND surface temperature, TALUS (Geology), SURFACE structure, DATABASES, PHYLLITE, ROCK glaciers

Data on Arsenic(III) removal using zeolite-reduced graphene oxide composite

Authors: Soni, Richa, Shukla, Dericks Praise

Source: Data in brief. 22:871-877

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100133133491.0x000001&indx=1&recIds=ETOCvdc_100133133491.0x000001

Implications of Russia–Ukraine war on land surface temperature and air quality: long-term and short-term analysis.

Authors: Gupta, Priyanka, Shukla, Dericks Praise

Source: Environmental Science & Pollution Research; Jul2024, Vol. 31 Issue 34, p46357-46375, 19p

Assessing Machine Learning and Statistical Methods for Rock Glacier‐Based Permafrost Distribution in Northern Kargil Region.

Authors: Mahanta, Kirti Kumar, Pradhan, Ipshita Priyadarsini, Gupta, Sharad Kumar, Shukla, Dericks Praise

Source: Permafrost & Periglacial Processes; Jul2024, Vol. 35 Issue 3, p262-277, 16p

Subject Terms: ARTIFICIAL neural networks, STATISTICAL learning, MACHINE learning, PERMAFROST, ROCK glaciers, CRYOSPHERE, GLACIERS, ALPINE glaciers

Spatio-temporal evolution of groundwater quality and its health risk assessment in Punjab (India) during 2000–2020.

Authors: Romana, Harsimranjit Kaur, Singh, Ramesh P., Shukla, Dericks Praise

Source: Environmental Science & Pollution Research; Jun2024, Vol. 31 Issue 28, p40285-40302, 18p

Subject Terms: GROUNDWATER quality, HEALTH risk assessment, SPATIOTEMPORAL processes, WATER quality, WATER pollution, WATER consumption, WATER levels

Geographic Terms: PUNJAB

Demi-decadal land use land cover change analysis of Mizoram, India, with topographic correction using machine learning algorithm.

Authors: Gupta, Priyanka, Shukla, Dericks Praise

Source: Environmental Science & Pollution Research; May2024, Vol. 31 Issue 21, p30569-30591, 23p

Subject Terms: LAND cover, LAND use, SHIFTING cultivation, REMOTE-sensing images, SUPPORT vector machines

Geographic Terms: MIZORAM (India), INDIA