The Legacy of Scatterometers: Review of applications and perspective

S Singh, RK Tiwari, V Sood, R Kaur… - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
A scatterometer, as an active microwave radar sensor, measures the return of radar waves
in the form of a backscatter coefficient after reflection or scattering from Earth's surface. The …

A framework for crop yield estimation and change detection using image fusion of microwave and optical satellite dataset

R Kaur, RK Tiwari, R Maini, S Singh - Quaternary, 2023 - mdpi.com
Crop yield prediction is one of the crucial components of agriculture that plays an important
role in the decision-making process for sustainable agriculture. Remote sensing provides …

Endeavours of Scatterometer Satellite (SCATSAT-1) in Earth Exploration: An Overview of Products, Applications and Emerging Trends

S Singh, V Sood, RK Tiwaric, R Kaur… - … of the Earth, Parts A/B/C, 2024 - Elsevier
Abstract The SCATSAT-1 (Scatterometer Satellite) was launched by ISRO (Indian Space
Research Organisation) on 26th September 2016 from the Satish Dhawan Space Centre …

Qualitative and quantitative analysis of artificial neural network-based post-classification comparison to detect the earth surface variations using hyperspectral and …

N Dahiya, S Gupta, S Singh - Journal of Applied Remote …, 2023 - spiedigitallibrary.org
Remote sensing is an effective way to analyze land surface changes on regular basis
globally. In the previous literature, numerous change detection models were developed to …

Image fusion of Ku-band-based SCATSAT-1 and MODIS Data for cloud-free change detection over Western Himalayas

S Singh, RK Tiwari, V Sood, HS Gusain… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Image-based fusion is a state-of-the-art process to extract vital information by combining the
two or more images acquired from different satellite sensors. Recently launched (September …

Estimation and validation of standalone SCATSAT-1 derived snow cover area using different MODIS products

S Singh, RK Tiwari, V Sood, R Kaur, S Singh… - Geocarto …, 2022 - Taylor & Francis
In the present work, the scatterometer satellite (SCATSAT-1) has been implemented and
validated to provide the near-real-time estimation of snow cover area (SCA) in the Western …

Detection and mapping of agriculture seasonal variations with deep learning–based change detection using Sentinel-2 data

G Singh, S Singh, GK Sethi, V Sood - Arabian Journal of Geosciences, 2022 - Springer
Change detection is one of the vital ways to analyse the multitemporal variations over a
specified period using remote sensing data. In recent years, deep learning (DL) algorithms …

Fusion of SCATSAT-1 and optical data for cloud-free imaging and its applications in classification

S Singh, RK Tiwari, V Sood, S Prashar - Arabian Journal of Geosciences, 2021 - Springer
Earth observation via optical-based remote sensing is one of the effective solutions to cover
the large swath and to deliver the very high-resolution dataset at the different wavelengths …

Topographic controls on subpixel change detection in western Himalayas

V Sood, S Gupta, HS Gusain, S Singh… - … Applications: Society and …, 2021 - Elsevier
Over Himalayas, the detection of seasonal snow cover variations via remote sensing is
challenging due to the presence of rugged terrain and shadow effects. Moreover, traditional …

ENVINet5 deep learning change detection framework for the estimation of agriculture variations during 2012–2023 with Landsat series data

G Singh, N Dahiya, V Sood, S Singh… - Environmental Monitoring …, 2024 - Springer
Remote sensing is one of the most important methods for analysing the multitemporal
changes over a certain period. As a cost-effective way, remote sensing allows the long-term …