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H. D. Rank

Publications (5)

Remote Sensing and GIS Applications in Soil Salinity Analysis: A Comprehensive Review

K. M. Gojiya, H. D. Rank, P. M. Chauhan, D. V. Patel, R. M. Satasiya & G. V. Prajapati · International Journal of Environment and Climate Change · 2023

Soil salinity is a pressing global issue with far-reaching implications for agricultural productivity and environmental sustainability, particularly in arid and semi-arid regions. The expansion of cultivated lands and the need for food production have intensified the challenges a...

Open access Research Article 10.9734/ijecc/2023/v13i113377

Data-Driven Modeling of FAO-56 Penman–Monteith Reference Evapotranspiration Using Limited Meteorological Parameters through Artificial Neural Networks

Piyush Damor, Girish Prajapati, Parthsarhti Pandya, H. D. Rank, H. V. Parmar, T. D. Mehta, D.V. Patel & Devrajsinh I. Thakor · International Journal of Environment and Climate Change · 2025

Accurate estimation of reference evapotranspiration (ET0) is crucial for irrigation planning and sustainable water management. This study developed Artificial Neural Network (ANN) models to simulate daily FAO-56 Penman-Monteith ET0 using limited meteorological inputs at Junagadh...

Open access Research Article 10.9734/ijecc/2025/v15i115131

Review on Machine Learning Techniques for Prediction of Reference Evapotranspiration

Piyush Damor, Girish Prajapati, Parthsarhti Pandya, H. D. Rank, H. V. Parmar, D.V. Patel & Devrajsinh I. Thakor · Journal of Scientific Research and Reports · 2025

Reference evapotranspiration (ET0) is a fundamental parameter in hydrological modeling, irrigation scheduling, and sustainable water resource management (WRM). Traditional physically based models often face challenges of non-linearity and data scarcity, making Soft Computing (SC)...

Open access Research Article 10.9734/jsrr/2025/v31i113685

Soil Moisture Modelling Using Remote Sensing and Artificial Neural Networks: A Study of Devbhumi Dwarka Region, Gujarat, India

K. M. Gojiya, B. A. Karangiya, S. K. Chavda, S. K. Gaadhe, D. K. Gojiya & H. D. Rank · International Journal of Environment and Climate Change · 2024

For the arid and semi-arid region of Devbhumi Dwarka in Gujarat, where soil moisture issue is prominent, a GIS-based approach is needed to develop models for estimation of soil moisture. In this study, Landsat and Sentinel data were used to develop multiple soil moisture indices....

Open access Research Article 10.9734/ijecc/2024/v14i13788