Lake water temperature modeling in an era of climate change: Data sources, models, and future prospects
Lake thermal dynamics have been considerably impacted by climate change, with potential
adverse effects on aquatic ecosystems. To better understand the potential impacts of future …
adverse effects on aquatic ecosystems. To better understand the potential impacts of future …
[HTML][HTML] Large-scale modeled contemporary and future water temperature estimates for 10774 Midwestern US Lakes
Climate change has already influenced lake temperatures globally, but understanding future
change is challenging. The response of lakes to changing climate drivers is complex due to …
change is challenging. The response of lakes to changing climate drivers is complex due to …
On the predictability of lake surface temperature using air temperature in a changing climate: A case study for Lake Tahoe (USA)
S Piccolroaz, NC Healey, JD Lenters… - Limnology and …, 2018 - Wiley Online Library
Can we predict long‐term trends of lake surface temperature based on air temperature
alone? We explore this question by analyzing the performance of a hybrid model (air2water) …
alone? We explore this question by analyzing the performance of a hybrid model (air2water) …
Prediction of lake surface temperature using the air2water model: guidelines, challenges, and future perspectives
S Piccolroaz - Advances in Oceanography and Limnology, 2016 - pagepressjournals.org
Water temperature plays a primary role in controlling a wide range of physical, geochemical
and ecological processes in lakes, with considerable influences on lake water quality and …
and ecological processes in lakes, with considerable influences on lake water quality and …
Calibration of Landsat thermal data and application to water resource studies
JR Schott, JA Barsi, BL Nordgren, NG Raqueno… - Remote Sensing of …, 2001 - Elsevier
The newest in the Landsat series of satellites was launched April 15, 1999. The imagery
collected by Landsat is used for a myriad of applications, from coral reef studies to land …
collected by Landsat is used for a myriad of applications, from coral reef studies to land …
Forecasting surface water temperature in lakes: A comparison of approaches
Accurate water temperature forecasting in lake systems is important for environmental
impact assessment and fisheries management, among others. In this study, two models are …
impact assessment and fisheries management, among others. In this study, two models are …
Physics-guided machine learning for scientific discovery: An application in simulating lake temperature profiles
Physics-based models are often used to study engineering and environmental systems. The
ability to model these systems is the key to achieving our future environmental sustainability …
ability to model these systems is the key to achieving our future environmental sustainability …
Daily surface temperatures for 185,549 lakes in the conterminous United States estimated using deep learning (1980–2020)
The dataset described here includes estimates of historical (1980–2020) daily surface water
temperature, lake metadata, and daily weather conditions for lakes bigger than 4 ha in the …
temperature, lake metadata, and daily weather conditions for lakes bigger than 4 ha in the …
Climate change drives rapid warming and increasing heatwaves of lakes
Climate change could seriously threaten global lake ecosystems by warming lake surface
water and increasing the occurrence of lake heatwaves. Yet, there are great uncertainties in …
water and increasing the occurrence of lake heatwaves. Yet, there are great uncertainties in …
[HTML][HTML] Global lake thermal regions shift under climate change
SC Maberly, RA O'Donnell, RI Woolway… - Nature …, 2020 - nature.com
Water temperature is critical for the ecology of lakes. However, the ability to predict its spatial
and seasonal variation is constrained by the lack of a thermal classification system. Here we …
and seasonal variation is constrained by the lack of a thermal classification system. Here we …