Teluguntla, T. Yamano, I. Mohammed Multiple agricultural cropland products of South Asia developed using Landsat-8 30 m and MODIS 250 m data using machine learning on the Google Earth Engine (GEE) cloud and spectral matching techniques (SMTs) in support of food and water security GIScience ...
Segregating regions according to GCI means dividing data into segments that rarely intercept with each other both in input and output space. Consequently, we cannot expect models with good generalisability scores if the models are trained using GCI-segregated datasets, even with a proper domain ...
where Si and Oi represent the predicted and observed values, respectively, n is the number of observations, 𝑂¯ and 𝑆¯O¯ and S¯ are the means of the observed and simulated values, respectively, and Pi = Pi − M and Oi = Oi − M (M is the mean of the observed va...
The land use classification in the study area is mainly accomplished by means of the GEE platform. Google Earth Engine, also known as cloud computing Engine, is jointly developed by Google, Carnegie Mellon University, NASA and The US Geological Survey and is the world’s leading cloud computing...