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STPredict: A python package automizing spatio-temporal predictions

delete2026-02-05
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PRE
AI
A
Arash Mari Oriyad
A
Arezoo Haratian
M
Mahdi Naderi
N
Nasrin Rafiei
M
Maryam Meghdadi
Z
Zeinab Maleki *
P
Pouria Ramazi *
DOI:10.1016/j.envsoft.2026.106901delete
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Abstract

Abstract

En 中文
• STPredict automates complex spatio-temporal ecological predictions in Python. • The package selects optimal models and covariates for accurate predictions. • STPredict ensures robust validation with temporal splitting suitable.
Keywords:
STPredict
spatio-temporal predictions
ecological modeling
model selection
temporal validation

Journal

E
ENVIRONMENTAL MODELLING & SOFTWARE
IF:
4.6
Papers:
245
Citations:
0

Organization

I
Isfahan University of Technology
Scholars:
9.0K
Papers: 8.6K
Citations: 8.7K
U
university of calgary
Scholars:
6.1K
Papers: 2.6K
Citations: 0
Cited Papers

Cited Papers

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Exploiting the full potential of Bayesian networks in predictive ecology
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Accurate long-range forecasting of COVID-19 mortality in the USA
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ON THE VALIDATION OF MODELS
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errCort J. Willmott
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Using machine learning to synthesize spatiotemporal data for modelling DBH-height and DBH-height-age relationships in boreal forests
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