Machine learning and physics-based hybridization models for evaluation of the effects of climate change and urban expansion on photosynthetically active radiation
Given the interdependence of climate change (CLC) and urban expansion (URE) on
ecosystem productivity in China and India, hybrid physics-based models were fitted in this …
ecosystem productivity in China and India, hybrid physics-based models were fitted in this …
Estimation of water quality parameters through a combination of deep learning and remote sensing techniques in a lake in Southern Chile
In this study, we combined machine learning and remote sensing techniques to estimate the
value of chlorophyll-a concentration in a freshwater ecosystem in the South American …
value of chlorophyll-a concentration in a freshwater ecosystem in the South American …
Recovery of water quality and detection of Algal Blooms in Lake Villarrica through landsat satellite images and monitoring data
Phytoplankton is considered a strong predictor of the environmental quality of lakes, while
Chlorophyll-a is an indicator of primary productivity. In this study, 25 LANDSAT images …
Chlorophyll-a is an indicator of primary productivity. In this study, 25 LANDSAT images …
[HTML][HTML] Spatio-temporal variability of turbidity derived from Sentinel-2 in Reloncaví sound, Northern Patagonia, Chile
W García-Tuñon, ED Curra-Sánchez, C Lara… - Ecological …, 2024 - Elsevier
Turbidity is associated with the loss of water transparency due to the presence of particles,
sediments, suspended solids, and organic or inorganic compounds in the water, of natural …
sediments, suspended solids, and organic or inorganic compounds in the water, of natural …
Chlorophyll-a Detection Algorithms at Different Depths Using In Situ, Meteorological, and Remote Sensing Data in a Chilean Lake
L Rodríguez-López, D Alvarez, D Bustos Usta… - Remote Sensing, 2024 - mdpi.com
In this study, we employ in situ, meteorological, and remote sensing data to estimate
chlorophyll-a concentration at different depths in a South American freshwater ecosystem …
chlorophyll-a concentration at different depths in a South American freshwater ecosystem …
[HTML][HTML] Machine learning algorithms for the estimation of water quality parameters in lake Llanquihue in southern Chile
The world's water ecosystems have been affected by various human activities. Artificial
intelligence techniques, especially machine learning, have become an important tool for …
intelligence techniques, especially machine learning, have become an important tool for …
[HTML][HTML] Leveraging Machine Learning and Remote Sensing for Water Quality Analysis in Lake Ranco, Southern Chile
This study examines the dynamics of limnological parameters of a South American lake
located in southern Chile with the objective of predicting chlorophyll-a levels, which are a …
located in southern Chile with the objective of predicting chlorophyll-a levels, which are a …
A Bi-Temporal-Feature-Difference-and Object-Based Method for Mapping Rice-Crayfish Fields in Sihong, China
S Ma, D Wang, H Yang, H Hou, C Li, Z Li - Remote Sensing, 2023 - mdpi.com
Rice-crayfish field (ie, RCF) distribution mapping is crucial for the adjustment of the local
crop cultivation structure and agricultural development. The single-temporal images of two …
crop cultivation structure and agricultural development. The single-temporal images of two …
Exploring the Interactive Influences of Climate Change and Urban Development on the Fraction of Absorbed Photosynthetically Active Radiation
This study aimed to utilize hybrid physics-based models that allow for a comprehensive
evaluation of how solar–meteorological variables influence the fraction of absorbed …
evaluation of how solar–meteorological variables influence the fraction of absorbed …
Degradation of fishing grounds in North Waters of Banten Province, Indonesia
M Limbong, D Simbolon, A Purbayanto… - Depik, 2023 - jurnal.usk.ac.id
The high level of fishing activity with small fishing vessels has resulted in relatively high
utilization of marine space in coastal areas, manifesting changes in fishing grounds. Thus …
utilization of marine space in coastal areas, manifesting changes in fishing grounds. Thus …