Work

Unified climate AI framework for time series prediction of river discharge, wildfires, and carbon fluxes across multiple ecosystems

Year: 2026

Type: article

Abstract: This contains the code and a subset of the data used to train monthly time-series transformer models across three environmental domains (Arctic, Amazon, and Rangeland), first independently and then using a joint architecture. The README file included in the ZIP files provides further details about the project and instructions on navigating the files and folders.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24018978

Author: Poudel, Sandeep

Institution: Cornell University

Language: English

Topic: Hydrological Forecasting Using AI

Subfield: Environmental Engineering

Field: Environmental Science

Domain: Physical Sciences

SDG: Climate action

Open Access status: green

OpenAlex ID: W7225429271

FWCI:

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Related to: 10