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A data-driven framework integrating Lyapunov-based MPC and OASIS-based observer for control beyond training domains 期刊论文
发表期刊: JOURNAL OF PROCESS CONTROL. 出版年: 2024, 卷号: 138
作者:  Bhadriraju, Bhavana;  Kwon, Joseph Sang-Il;  Khan, Faisal
收藏  |  浏览/下载：12/0  |  提交时间：2024/10/04
Adaptive data-driven model  Domain of applicability  Input-to-state stability  Lyapunov function  Model predictive control  Observer  
Strategies of Parameter Optimization and Soil Moisture Sensor Deployment for Accurate Estimation of Evapotranspiration Through a Data-driven Method 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2023, 卷号: 331
作者:  Chai, Yuanyuan;  Liu, Hu;  Yu, Yang;  Yang, Qiyue;  Zhang, Xiaoyou;  Zhao, Wenzhi;  Guo, Li;  Yetemen, Omer
收藏  |  浏览/下载：43/0  |  提交时间：2024/09/29
Soil moisture  Data -driven method  Richards ? equation  Evapotranspiration  Installation depth  
A comparative analysis of multi-index overlay and fuzzy ordered weighted averaging methods for porphyry Cu prospectivity mapping using remote sensing data: the case study of Chahargonbad area, SE of Iran 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2023, 卷号: 38, 期号: 1
作者:  Riahi, Shokouh;  Bahroudi, Abbas;  Abedi, Maysam;  Aslani, Soheila
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Remote sensing  alteration mapping  lineament extraction  data-driven multi-index overlay  fuzzy ordered weighted averaging  porphyry copper  
Plant water deficit index-based irrigation under conditions of salinity 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 269
作者:  Liu, Lining;  Wang, Tianshu;  Wang, Lichun;  Wu, Xun;  Zuo, Qiang;  Shi, Jianchu;  Sheng, Jiandong;  Jiang, Pingan;  Chen, Quanjia;  Ben-Gal, Alon
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Root distribution  Soil water  Soil salinity  Plant water deficiency  Irrigation scheduling  Data driven irrigation management  
Application of WNN-PSO model in drought prediction at crop growth stages: A case study of spring maize in semi-arid regions of northern China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2022, 卷号: 199
作者:  Cao Xiujia;  Yin Guanghua;  Gu Jian;  Ma Ningning;  Wang Zihao
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Drought prediction  Data driven models  Wavelet neural network  Spring maize  Crop water deficit index  
A Stepwise Clustered Hydrological Model for Addressing the Temporal Autocorrelation of Daily Streamflows in Irrigated Watersheds 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2022, 卷号: 58, 期号: 2
作者:  Li, Kailong;  Huang, Guohe;  Wang, Shuo;  Baetz, Brian;  Xu, Weihuang
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
data-driven model  regression tree ensemble  Bayesian inference  autocorrelation  irrigation scheduling  
Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 785
作者:  Mohapatra, Janaki B.;  Jha, Piyush;  Jha, Madan K.;  Biswal, Sabinaya
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/29
Groundwater-level prediction  Data-driven modeling  ANFIS  DNN  SVM  Agro-Ecological Zone  Machine learning  artificial intelligence techniques  
Feasibility of Rainwater Harvesting and Consumption in a Middle Eastern Semiarid Urban Area 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Ranaee, Ehsan;  Abbasi, Ali Akbar;  Yazdi, Javad Tabatabaee;  Ziyaee, Maryam
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/29
urban rainwater harvesting  sustainable water supply  semiarid region  climate coefficient  water quality index  data-driven analysis  
Integration of Spectral Reflectance Indices and Adaptive Neuro-Fuzzy Inference System for Assessing the Growth Performance and Yield of Potato under Different Drip Irrigation Regimes 期刊论文
发表期刊: CHEMOSENSORS. 出版年: 2021, 卷号: 9, 期号: 3
作者:  Elsayed, Salah;  El-Hendawy, Salah;  Khadr, Mosaad;  Elsherbiny, Osama;  Al-Suhaibani, Nasser;  Dewir, Yaser Hassan;  Tahir, Muhammad Usman;  Mubushar, Muhammad;  Darwish, Waleed
收藏  |  浏览/下载：38/0  |  提交时间：2021/07/30
ANFIS  biomass  data driven  genetic algorithm  proximal remote sensing  spectral indices  tuber yield  
Regional Flood Frequency Analysis Through Some Machine Learning Models in Semi-arid Regions 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2020, 卷号: 34, 期号: 9, 页码: 2887-2909
作者:  Allahbakhshian-Farsani, Pezhman;  Vafakhah, Mehdi;  Khosravi-Farsani, Hadi;  Hertig, Elke
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/07
Regionalization  Data Driven models  Land use  Maximum instantaneous discharge  L-moment  Karun and Karkheh watersheds