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

Domain selection in transfer learning for reference evapotranspiration estimation

delete2025-12-06
delete0
PRE
AI
M
Mohammad Hossein Kazemi
J
Jalal Shiri *
A
Abolfazal Majnooni
S
Sepideh Karimi
P
Pau Martí
DOI：10.1016/j.knosys.2025.115091delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• 首次开发了一种新的领域自适应方法来模拟空间ETo值。 • 采用了实例级迁移学习来提高基于机器学习的模型性能。 • 领域相似性是模型可迁移性和泛化性的重要因素。 • 转移模型的簇内评估优于跨簇方法。

期刊

K
Knowledge-Based Systems
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

À
àrea d’enginyeria agroforestal, universitat de les illes balears
学者数:
1
论文数: 1
被引数: 0
U
University of Tabriz
学者数:
9.3K
论文数: 8.5K
被引数: 1.0W
引用论文

引用论文

Transfer learning augmented enhanced memory network models for reference evapotranspiration estimation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-02-01
err11
PREAI
errBedi, Jatin
err分享
err收藏
Development and Validation of GANN Model for Evapotranspiration Estimation
errJournal of Hydrologic Engineering
IF0
err2009-02-01
err0
PREAI
errM. Kumar; N. S. Raghuwanshi; R. Singh
err分享
err收藏
Seasonal assessment of the grass reference evapotranspiration estimation from limited inputs using different calibrating time windows and lysimeter benchmarks使用不同的校准时间窗口和溶渗仪基准，从有限的输入对草参考蒸散量进行季节性评估
errAGRICULTURAL WATER MANAGEMENT
IF6.5
err2024-07-01
err0
errOAAI
errMarti, Pau; Lopez-Urrea, Ramon; Mancha, Luis A.; Gonzalez-Altozano, Pablo; Roman, Armand
err分享
err收藏
Alternative heuristics equations to the Priestley–Taylor approach: assessing reference evapotranspiration estimation
errTheoretical and Applied Climatology
IF0
err2019-04-26
err0
PREAI
errJalal Shiri; Amir Hossein Nazemi; Ali Ashraf Sadraddini; Pau Marti; Ahmad Fakheri Fard; Ozgur Kisi; Gorka Landeras
err分享
err收藏
Efficient classification across multiple database relations: A CrossMine approach
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2006-06-01
err54
PREAI
errYin, XX; Han, JW; Yang, J; Yu, PS
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
Using artificial neural networks for solving chemical problems
errChemometrics and Intelligent Laboratory Systems
IF0
err1994-05-01
err0
errOAAI
errW.J. Melssen; J.R.M. Smits; L.M.C. Buydens; G. Kateman
err分享
err收藏
A Survey on Transfer Learning迁移学习研究综述
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2010-10-01
err1.4W
PREAI
errPan, Sinno Jialin; Yang, Qiang
err分享
err收藏
Using self-organizing map for coastal water quality classification: Towards a better understanding of patterns and processes
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2018-07-01
err107
PREAI
errLi, Tao; Sun, Guihua; Yang, Chupeng; Liang, Kai; Ma, Shengzhong; Huang, Lei
err分享
err收藏
Generalized reference evapotranspiration models with limited climatic data based on random forest and gene expression programming in Guangxi, China
errAGRICULTURAL WATER MANAGEMENT
IF6.5
err2019-07-01
err90
PREAI
errWang, Sheng; Lian, Jinjiao; Peng, Yuzhong; Hu, Baoqing; Chen, Hongsong
err分享
err收藏
学者 查看更多内容