A method for chlorophyll-a and suspended solids prediction through remote sensing and machine learning
L Silveira Kupssinskü, T Thomassim Guimarães… - Sensors, 2020 - mdpi.com
Total Suspended Solids (TSS) and chlorophyll-a concentration are two critical parameters to
monitor water quality. Since directly collecting samples for laboratory analysis can be …
monitor water quality. Since directly collecting samples for laboratory analysis can be …
Mapping water quality parameters in urban rivers from hyperspectral images using a new self-adapting selection of multiple artificial neural networks
Protection of water environments is an important part of overall environmental protection;
hence, many people devote their efforts to monitoring and improving water quality. In this …
hence, many people devote their efforts to monitoring and improving water quality. In this …
[PDF][PDF] Determination of optically inactive water quality variables using Landsat 8 data: A case study in Geshlagh reservoir affected by agricultural land use
T Vakili, J Amanollahi - J. Clean. Prod, 2020 - academia.edu
Water chemical variables such as total nitrogen (TN) and total phosphorus (TP) are soluble
and are optically inactive. Remote sensing (RS) technique is able to monitor the optical …
and are optically inactive. Remote sensing (RS) technique is able to monitor the optical …
Evaluation of water quality based on UAV images and the IMP-MPP algorithm
H Ying, K Xia, X Huang, H Feng, Y Yang, X Du… - Ecological …, 2021 - Elsevier
In recent years, UAV remote sensing has been used to estimate water quality parameters,
such as suspended solids (SS), turbidity (TUB), and chlorophyll-a (chl-a) levels, due to its …
such as suspended solids (SS), turbidity (TUB), and chlorophyll-a (chl-a) levels, due to its …
Understanding the risks from diffuse pollution on wetland eco-systems: The effectiveness of water quality classification schemes
Eco-environmental safety and health is an important concept for the protection of flora and
fauna in the wetland eco-system. Identifying impacts of human activities on wetland ecology …
fauna in the wetland eco-system. Identifying impacts of human activities on wetland ecology …
Evaluation of regression analysis and neural networks to predict total suspended solids in water bodies from unmanned aerial vehicle images
The concentration of suspended solids in water is one of the quality parameters that can be
recovered using remote sensing data. This paper investigates the data obtained using a …
recovered using remote sensing data. This paper investigates the data obtained using a …
Spatio-temporal variation of total nitrogen and ammonia nitrogen in the water source of the middle route of the South-to-North Water Diversion Project
G Dong, Z Hu, X Liu, Y Fu, W Zhang - Water, 2020 - mdpi.com
The quantitative inversion of the concentrations of water quality parameters could clarify the
temporal and spatial distribution characteristic, migration, and conversion of water quality …
temporal and spatial distribution characteristic, migration, and conversion of water quality …
Remotely sensed data for estimating chlorophyll-a concentration in wetlands located in the Limpopo Transboundary River Basin, South Africa
Wetlands in semi-arid regions are highly productive and biologically diverse ecosystems
that contribute significantly to livelihood and economic development and play a substantial …
that contribute significantly to livelihood and economic development and play a substantial …
An advanced hybrid deep learning model for predicting total dissolved solids and electrical conductivity (EC) in coastal aquifers
For more than one billion people living in coastal regions, coastal aquifers provide a water
resource. In coastal regions, monitoring water quality is an important issue for policymakers …
resource. In coastal regions, monitoring water quality is an important issue for policymakers …
Opportunities and challenges for artificial intelligence applications in infrastructure management during the Anthropocene
SA Markolf, MV Chester, B Allenby - Frontiers in Water, 2021 - frontiersin.org
Pervasive and accelerating climatic, technological, social, economic, and institutional
change dictate that the challenges of the future will likely be vastly different and more …
change dictate that the challenges of the future will likely be vastly different and more …