Monitoring inland water quality using remote sensing: Potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing

V Sagan, KT Peterson, M Maimaitijiang, P Sidike… - Earth-Science …, 2020‏ - Elsevier
Given the recent advances in remote sensing analytics, cloud computing, and machine
learning, it is imperative to evaluate capabilities of remote sensing for water quality …

A review of remote sensing applications for water security: Quantity, quality, and extremes

I Chawla, L Karthikeyan, AK Mishra - Journal of Hydrology, 2020‏ - Elsevier
Water resources are critical to the sustainability of life on Earth. With a growing population
and climate change, it is imperative to assess the security of these resources. Over the past …

A comprehensive review on water quality parameters estimation using remote sensing techniques

MH Gholizadeh, AM Melesse, L Reddi - Sensors, 2016‏ - mdpi.com
Remotely sensed data can reinforce the abilities of water resources researchers and
decision makers to monitor waterbodies more effectively. Remote sensing techniques have …

Remote sensing of shallow waters–A 50 year retrospective and future directions

T Kutser, J Hedley, C Giardino, C Roelfsema… - Remote Sensing of …, 2020‏ - Elsevier
Technical advancements have widened the limits of remote sensing in map** shallow
water benthic habitats and bathymetry over the last decades. On the other hand, the needs …

Performance of Landsat-8 and Sentinel-2 surface reflectance products for river remote sensing retrievals of chlorophyll-a and turbidity

C Kuhn, A de Matos Valerio, N Ward, L Loken… - Remote Sensing of …, 2019‏ - Elsevier
Rivers and other freshwater systems play a crucial role in ecosystems, industry,
transportation and agriculture. Despite the> 40 years of inland water observations made …

First experiences in map** lake water quality parameters with Sentinel-2 MSI imagery

K Toming, T Kutser, A Laas, M Sepp, B Paavel… - Remote Sensing, 2016‏ - mdpi.com
The importance of lakes and reservoirs leads to the high need for monitoring lake water
quality both at local and global scales. The aim of the study was to test suitability of Sentinel …

Trophic state assessment of global inland waters using a MODIS-derived Forel-Ule index

S Wang, J Li, B Zhang, E Spyrakos, AN Tyler… - Remote sensing of …, 2018‏ - Elsevier
Eutrophication of inland waters is considered a serious global environmental problem.
Satellite remote sensing (RS) has been established as an important source of information to …

[HTML][HTML] Landsat-8: Science and product vision for terrestrial global change research

DP Roy, MA Wulder, TR Loveland… - Remote sensing of …, 2014‏ - Elsevier
Landsat 8, a NASA and USGS collaboration, acquires global moderate-resolution
measurements of the Earth's terrestrial and polar regions in the visible, near-infrared, short …

Remote sensing of inland waters: Challenges, progress and future directions

SCJ Palmer, T Kutser, PD Hunter - Remote sensing of Environment, 2015‏ - Elsevier
Monitoring and understanding the physical, chemical and biological status of global inland
waters are immensely important to scientists and policy makers alike. Whereas conventional …