logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

STPredict: A python package automizing spatio-temporal predictions

delete2026-02-05
delete0
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
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

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.
Keyword:
STPredict
spatio-temporal predictions
ecological modeling
model selection
temporal validation

期刊

E
ENVIRONMENTAL MODELLING & SOFTWARE
IF:
4.6
论文数:
245
被引数:
0

机构

U
university of calgary
学者数:
6.1K
论文数: 2.6K
被引数: 0
I
Isfahan University of Technology
学者数:
9.0K
论文数: 8.6K
被引数: 8.7K
引用论文

引用论文

Backpropagation Applied to Handwritten Zip Code Recognition反向传播在手写邮政编码识别中的应用
errNeural Computation
IF0
err1989-12-01
err0
PREAI
errY. LeCun; B. Boser; J. S. Denker; D. Henderson; R. E. Howard; W. Hubbard; L. D. Jackel
err分享
err收藏
A review of supervised machine learning algorithms and their applications to ecological data
errEcological Modelling
IF0
err2012-08-01
err0
PREAI
errC. Crisci; B. Ghattas; G. Perera
err分享
err收藏
Cross-Validatory Choice and Assessment of Statistical Predictions统计预测的交叉验证选择和评估
errJournal of the Royal Statistical Society Series B: Statistical Methodology
IF0
err2018-12-05
err0
PREAI
errM. Stone
err分享
err收藏
Exploiting the full potential of Bayesian networks in predictive ecology
errMETHODS IN ECOLOGY AND EVOLUTION
IF6.2
err2020-10-28
err22
errOAAI
errRamazi, Pouria; Kunegel-Lion, Melodie; Greiner, Russell; Lewis, Mark A.
err分享
err收藏
Another look at measures of forecast accuracy再看看预测准确性的衡量标准
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2006-10-01
err3.4K
errOAAI
errHyndman, Rob J.; Koehler, Anne B.
err分享
err收藏
Accurate long-range forecasting of COVID-19 mortality in the USA
errSCIENTIFIC REPORTS
IF3.9
err2021-07-05
err18
errOAAI
errRamazi, Pouria; Haratian, Arezoo; Meghdadi, Maryam; Oriyad, Arash Mari; Lewis, Mark A.; Maleki, Zeinab; Vega, Roberto; Wang, Hao; Wishart, David S.; Greiner, Russell
err分享
err收藏
ON THE VALIDATION OF MODELS
errPhysical Geography
IF0
err2013-05-15
err0
PREAI
errCort J. Willmott
err分享
err收藏
An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression
errThe American Statistician
IF0
err1992-08-01
err0
errOAAI
errN. S. Altman
err分享
err收藏
The use of the area under the roc curve in the evaluation of machine learning algorithmsroc曲线下面积在机器学习算法评价中的应用
errPATTERN RECOGNITION
IF7.6
err1997-07-01
err5.1K
errOAAI
errBradley, AP
err分享
err收藏
Using machine learning to synthesize spatiotemporal data for modelling DBH-height and DBH-height-age relationships in boreal forests
errFOREST ECOLOGY AND MANAGEMENT
IF3.7
err2020-06-01
err26
PREAI
errChen, Jiaxin; Yang, Hongqiang; Man, Rongzhou; Wang, Weifeng; Sharma, Mahadev; Peng, Changhui; Parton, John; Zhu, Huaiping; Deng, Ziwang
err分享
err收藏
学者 查看更多内容