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Retrieval of land surface temperature, normalized difference moisture index, normalized difference water index of the Ravi basin using Landsat data
Taloor, Ajay Kumar, Drinder Singh Manhas, Chandra Kothyari, Girish
Published in Applied computing and geosciences (01.03.2021)
Published in Applied computing and geosciences (01.03.2021)
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Machine Learning model interpretability using SHAP values: Application to Igneous Rock Classification task
Antonini, Antonella S., Tanzola, Juan, Asiain, Lucía, Ferracutti, Gabriela R., Castro, Silvia M., Bjerg, Ernesto A., Ganuza, María Luján
Published in Applied computing and geosciences (01.09.2024)
Published in Applied computing and geosciences (01.09.2024)
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Rock type classification based on petrophysical, geochemical, and core imaging data using machine and deep learning techniques
Houshmand, Negin, GoodFellow, Sebastian, Esmaeili, Kamran, Ordóñez Calderón, Juan Carlos
Published in Applied computing and geosciences (01.12.2022)
Published in Applied computing and geosciences (01.12.2022)
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Revolutionizing the future of hydrological science: Impact of machine learning and deep learning amidst emerging explainable AI and transfer learning
Maity, Rajib, Srivastava, Aman, Sarkar, Subharthi, Khan, Mohd Imran
Published in Applied computing and geosciences (01.12.2024)
Published in Applied computing and geosciences (01.12.2024)
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Monitoring and mapping of snow cover variability using topographically derived NDSI model over north Indian Himalayas during the period 2008–19
Sood, Vishakha, Singh, Sartajvir, Taloor, Ajay Kumar, Prashar, Shivendu, Kaur, Ravneet
Published in Applied computing and geosciences (01.12.2020)
Published in Applied computing and geosciences (01.12.2020)
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Enhanced machine learning tree classifiers for lithology identification using Bayesian optimization
Asante-Okyere, Solomon, Shen, Chuanbo, Osei, Harrison
Published in Applied computing and geosciences (01.12.2022)
Published in Applied computing and geosciences (01.12.2022)
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A comparative analysis of super-resolution techniques for enhancing micro-CT images of carbonate rocks
Soltanmohammadi, Ramin, Faroughi, Salah A.
Published in Applied computing and geosciences (01.12.2023)
Published in Applied computing and geosciences (01.12.2023)
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Applying machine learning methods to predict geology using soil sample geochemistry
Lui, Timothy C.C., Gregory, Daniel D., Anderson, Marek, Lee, Well-Shen, Cowling, Sharon A.
Published in Applied computing and geosciences (01.12.2022)
Published in Applied computing and geosciences (01.12.2022)
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Improved reservoir characterization of thin beds by advanced deep learning approach
Manzoor, Umar, Ehsan, Muhsan, Hussain, Muyyassar, Bashir, Yasir
Published in Applied computing and geosciences (01.09.2024)
Published in Applied computing and geosciences (01.09.2024)
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Enhancing estuary salinity prediction: A Machine Learning and Deep Learning based approach
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Published in Applied computing and geosciences (01.09.2024)
Published in Applied computing and geosciences (01.09.2024)
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MATLAB functions for extracting hypsometry, stream-length gradient index, steepness index, chi gradient of channel and swath profiles from digital elevation model (DEM) and other spatial data for landscape characterisation
Jaiswara, Nilesh K., Kotluri, Sravan Kumar, Pandey, Prabha, Pandey, Anand K.
Published in Applied computing and geosciences (01.09.2020)
Published in Applied computing and geosciences (01.09.2020)
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PS-InSAR derived deformation study in the Kachchh, Western India
Dumka, Rakesh K., SuriBabu, D., Malik, Kapil, Prajapati, Sandip, Narain, P.
Published in Applied computing and geosciences (01.12.2020)
Published in Applied computing and geosciences (01.12.2020)
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Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron
Ng, Cuthbert Shang Wui, Jahanbani Ghahfarokhi, Ashkan
Published in Applied computing and geosciences (01.12.2022)
Published in Applied computing and geosciences (01.12.2022)
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Integration of multi-temporal SAR data and robust machine learning models for improvement of flood susceptibility assessment in the southwest coast of India
Prasad, Pankaj, Mandal, Sourav, Naik, Sahil Sandeep, Loveson, Victor Joseph, Borah, Simanku, Chandra, Priyankar, Sudheer, Karthik
Published in Applied computing and geosciences (01.12.2024)
Published in Applied computing and geosciences (01.12.2024)
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Global Normalized Difference Vegetation Index forecasting from air temperature, soil moisture and precipitation using a deep neural network
Fathollahi, Loghman, Wu, Falin, Melaki, Reza, Jamshidi, Parvaneh, Sarwar, Saddam
Published in Applied computing and geosciences (01.09.2024)
Published in Applied computing and geosciences (01.09.2024)
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