A comprehensive assessment of remote sensing and traditional based drought monitoring indices at global and regional scale

N Alahacoon, M Edirisinghe - Geomatics, Natural Hazards and …, 2022 - Taylor & Francis
This study reports a comprehensive review on drought indices used in monitoring
meteorological, agricultural, hydrological, and socio-economic drought. Drought indices …

Remote sensing of drought: Progress, challenges and opportunities

A AghaKouchak, A Farahmand, FS Melton… - Reviews of …, 2015 - Wiley Online Library
This review surveys current and emerging drought monitoring approaches using satellite
remote sensing observations from climatological and ecosystem perspectives. We argue …

A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research

D Montero, C Aybar, MD Mahecha, F Martinuzzi… - Scientific Data, 2023 - nature.com
Spectral Indices derived from multispectral remote sensing products are extensively used to
monitor Earth system dynamics (eg vegetation dynamics, water bodies, fire regimes). The …

Map** of cropland, crop** patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest

A Tariq, J Yan, AS Gagnon, M Riaz Khan… - Geo-Spatial …, 2023 - Taylor & Francis
Map** and monitoring the distribution of croplands and crop types support policymakers
and international organizations by reducing the risks to food security, notably from climate …

Spatio-temporal assessment of land use land cover based on trajectories and cellular automata Markov modelling and its impact on land surface temperature of …

A Tariq, F Mumtaz, M Majeed, X Zeng - Environmental Monitoring and …, 2023 - Springer
This research aims to assess the urban growth and impact on land surface temperature
(LST) of Lahore, the second biggest city in Pakistan. In this research, various geographical …

Spatial downscaling of GRACE data based on XGBoost model for improved understanding of hydrological droughts in the Indus Basin Irrigation System (IBIS)

S Ali, B Khorrami, M Jehanzaib, A Tariq, M Ajmal… - Remote Sensing, 2023 - mdpi.com
Climate change may cause severe hydrological droughts, leading to water shortages which
will require to be assessed using high-resolution data. Gravity Recovery and Climate …

Application of a hybrid ARIMA-LSTM model based on the SPEI for drought forecasting

D Xu, Q Zhang, Y Ding, D Zhang - Environmental Science and Pollution …, 2022 - Springer
Drought forecasting can effectively reduce the risk of drought. We proposed a hybrid model
based on deep learning methods that integrates an autoregressive integrated moving …

A novel hybrid of meta-optimization approach for flash flood-susceptibility assessment in a monsoon-dominated watershed, Eastern India

D Ruidas, R Chakrabortty, ARMT Islam, A Saha… - Environmental earth …, 2022 - Springer
The exponential growth in the number of flash flood events is a global threat, and detecting a
flood-prone area has also become a top priority. The flash flood-susceptibility map** can …

[PDF][PDF] Applications of remote sensing in agriculture-A Review

P Shanmugapriya, S Rathika, T Ramesh… - Int. J. Curr. Microbiol …, 2019 - researchgate.net
Remote sensing is the art and science of gathering information about the objects or area of
the real world at a distance without coming into direct physical contact with the object under …

[HTML][HTML] Advances in remote sensing of agriculture: Context description, existing operational monitoring systems and major information needs

C Atzberger - Remote sensing, 2013 - mdpi.com
Many remote sensing applications are devoted to the agricultural sector. Representative
case studies are presented in the special issue “Advances in Remote Sensing of …