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Development of a data-assimilation system to forecast agricultural systems: A case study of constraining soil water and soil nitrogen dynamics in the APSIM model
As we face today's large-scale agricultural issues, the need for robust methods of
agricultural forecasting has never been clearer. Yet, the accuracy and precision of our …
agricultural forecasting has never been clearer. Yet, the accuracy and precision of our …
A community convention for ecological forecasting: Output files and metadata version 1.0
This paper summarizes the open community conventions developed by the Ecological
Forecasting Initiative (EFI) for the common formatting and archiving of ecological forecasts …
Forecasting Initiative (EFI) for the common formatting and archiving of ecological forecasts …
[HTML][HTML] Linking remote sensing with APSIM through emulation and Bayesian optimization to improve yield prediction
The enormous increase in the volume of Earth Observations (EOs) has provided the
scientific community with unprecedented temporal, spatial, and spectral information …
scientific community with unprecedented temporal, spatial, and spectral information …
Characterizing and communicating uncertainty: lessons from NASA's Carbon Monitoring System
Navigating uncertainty is a critical challenge in all fields of science, especially when
translating knowledge into real-world policies or management decisions. However, the wide …
translating knowledge into real-world policies or management decisions. However, the wide …
A community convention for ecological forecasting: Output files and metadata
This paper summarizes the open community conventions developed by the Ecological
Forecasting Initiative (EFI) for the common formatting and archiving of ecological forecasts …
Forecasting Initiative (EFI) for the common formatting and archiving of ecological forecasts …
A comprehensive assessment of soil moisture data assimilation and its potential to increase agricultural forecasting capacity
MS Kivi - 2022 - ideals.illinois.edu
In the face of today's large-scale agricultural issues, the need for robust methods of
agricultural forecasting has never been clearer. Yet, the accuracy and precision of recent …
agricultural forecasting has never been clearer. Yet, the accuracy and precision of recent …
Iterative near-term forecasting of the terrestrial carbon cycle at Harvard Forest
AR Helgeson - 2023 - search.proquest.com
Through a combination of fossil fuel emissions, land use change, and other anthropogenic
activities, mankind has dramatically altered global biogeochemical cycles, leading to an …
activities, mankind has dramatically altered global biogeochemical cycles, leading to an …