Arid

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Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Raza, Ali;  Fahmeed, Romana;  Syed, Neyha Rubab;  Katipoglu, Okan Mert;  Zubair, Muhammad;  Alshehri, Fahad;  Elbeltagi, Ahmed
收藏  |  浏览/下载:15/0  |  提交时间:2024/09/29
reference evapotranspiration  artificial intelligence techniques  Sindh province  prediction  comparative assessment  limited climatic data  
CSM-CERES-Wheat Sensitivity to Evapotranspiration Modeling Frameworks under a Range of Wind Speeds 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 19
作者:  Nouri, Milad;  Hoogenboom, Gerrit;  Bannayan, Mohammad;  Homaee, Mehdi
收藏  |  浏览/下载:13/0  |  提交时间:2024/09/20
crop modeling  data limitation  water-nitrogen stress  water-limited regions  
An improved method to estimate actual vapor pressure without relative humidity data 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2021, 卷号: 298
作者:  Qiu, Rangjian;  Li, Longan;  Kang, Shaozhong;  Liu, Chunwei;  Wang, Zhenchang;  Cajucom, Edward P.;  Zhang, Baozhong;  Agathokleous, Evgenios
收藏  |  浏览/下载:35/0  |  提交时间:2021/03/08
Aridity index  Dew point temperature  Dynamic correction factor  Limited data  Relative humidity  
Spatial prediction of soil organic carbon stocks in an arid rangeland using machine learning algorithms 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 12
作者:  Rostaminia, Mahmood;  Rahmani, Asghar;  Mousavi, Sayed Roholla;  Taghizadeh-Mehrjardi, Rohullah;  Maghsodi, Ziba
收藏  |  浏览/下载:10/0  |  提交时间:2022/02/12
Arid rangelands  Sentinel-2B indices  Soil organic carbon  Uncertainty  Hybrid models  Limited data  
Drought trend, frequency and extremity across a wide range of climates over Iran 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2020, 卷号: 27, 期号: 2
作者:  Nouri, Milad;  Homaee, Mehdi
收藏  |  浏览/下载:16/0  |  提交时间:2020/07/01
data limitation  ENSO  evapotranspiration  water-limited environments  
Estimating potential evapotranspiration based on self-optimizing nearest neighbor algorithms: a case study in arid-semiarid environments, Northwest of China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2020, 卷号: 27, 期号: 30, 页码: 37176-37187
作者:  Feng, Kepeng;  Tian, Juncang
收藏  |  浏览/下载:22/0  |  提交时间:2020/03/23
Potential evapotranspiration  Canonical correlation analysis  k-Nearest neighbor algorithm  Limited meteorological data  Northwest China  Arid  semiarid environments  
基于临近台站气象数据的参考作物蒸散量估算方法 期刊论文
发表期刊: 自然资源学报. 出版年: 2019, 卷号: 34, 期号: 1, 页码: 179-190
作者:  张学梅;  王自奎;  沈禹颖;  杨惠敏
收藏  |  浏览/下载:18/0  |  提交时间:2019/11/29
water resources management  reference evapotranspiration  limited weather data  inland arid area  
Assessing suitability of temperature-based reference evapotranspiration methods for semi-arid basin of Maharashtra 期刊论文
发表期刊: JOURNAL OF AGROMETEOROLOGY. 出版年: 2019, 卷号: 21, 期号: 3, 页码: 351-356
作者:  Wable, P. S.;  Jha, M. K.;  Gorantiwar, S. D.
收藏  |  浏览/下载:11/0  |  提交时间:2021/11/30
FAO Penman-Monteith method  temperature-based Penman-Monteith method  Hargreaves method  ET mapping  limited data  semi-arid region  
Performance evaluation of hybrid Wavelet-ANN and Wavelet-ANFIS models for estimating evapotranspiration in arid regions of India 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2017, 卷号: 28, 期号: 2, 页码: 275-285
作者:  Patil, Amit Prakash;  Deka, Paresh Chandra
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/29
Evapotranspiration  Arid region  Limited data  Gamma test  Wavelet transform  ANN  ANFIS  
An extreme learning machine approach for modeling evapotranspiration using extrinsic inputs 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2016, 卷号: 121, 页码: 385-392
作者:  Patil, Amit Prakash;  Deka, Paresh Chandra
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/29
Evapotranspiration  Limited data  Extreme learning machine  Arid region  Least square support vector machine