Near-term ecological forecasting for climate change action
A substantial increase in predictive capacity is needed to anticipate and mitigate the
widespread change in ecosystems and their services in the face of climate and biodiversity …
widespread change in ecosystems and their services in the face of climate and biodiversity …
[HTML][HTML] Process-based forecasts of lake water temperature and dissolved oxygen outperform null models, with variability over time and depth
Near-term iterative ecological forecasting has great potential for providing new insights into
our ability to predict multiple ecological variables. However, true, out-of-sample probabilistic …
our ability to predict multiple ecological variables. However, true, out-of-sample probabilistic …
A multi‐model ensemble of baseline and process‐based models improves the predictive skill of near‐term lake forecasts
Water temperature forecasting in lakes and reservoirs is a valuable tool to manage crucial
freshwater resources in a changing and more variable climate, but previous efforts have yet …
freshwater resources in a changing and more variable climate, but previous efforts have yet …
Data assimilation experiments inform monitoring needs for near‐term ecological forecasts in a eutrophic reservoir
Ecosystems around the globe are experiencing changes in both the magnitude and
fluctuations of environmental conditions due to land use and climate change. In response …
fluctuations of environmental conditions due to land use and climate change. In response …
Does polymixis complicate prediction of high‐frequency dissolved oxygen in lakes and reservoirs?
As lake and reservoir ecosystems transition across major environmental regimes (eg, mixing
regime) resulting from anthropogenic change, setting predictive expectations is imperative …
regime) resulting from anthropogenic change, setting predictive expectations is imperative …
A framework for developing a real-time lake phytoplankton forecasting system to support water quality management in the face of global change
Phytoplankton blooms create harmful toxins, scums, and taste and odor compounds and
thus pose a major risk to drinking water safety. Climate and land use change are increasing …
thus pose a major risk to drinking water safety. Climate and land use change are increasing …
FaaSr: cross-platform function-as-a-service serverless scientific workflows in R
Modern Function-as-a-Service (FaaS) cloud platforms offer great potential for supporting
event-driven scientific workflows. Nonetheless, there remain barriers to adoption by the …
event-driven scientific workflows. Nonetheless, there remain barriers to adoption by the …
Synthesizing data products, mathematical models, and observational measurements for lake temperature forecasting
We present a novel forecasting framework for lake water temperature profiles, crucial for
managing lake ecosystems and drinking water resources. The General Lake Model (GLM), a …
managing lake ecosystems and drinking water resources. The General Lake Model (GLM), a …
Translational Edge and Cloud Computing to Advance Lake Water Quality Forecasting
RJ Figueiredo, CC Carey… - Computing in Science & …, 2024 - ieeexplore.ieee.org
In this article, we report on our experiences with interdisciplinary projects at the intersection
of freshwater ecology, data science, and computer science. The translational research …
of freshwater ecology, data science, and computer science. The translational research …
Applications of Neural Network Models for Conservation Decision-Making and Ecological Forecasting
MF Lapeyrolerie - 2024 - search.proquest.com
Improving the ability to manage and forecast ecological processes would enhance
conservation practices and further our understanding of the natural world. Ecology is …
conservation practices and further our understanding of the natural world. Ecology is …