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Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for precision agriculture 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2024, 卷号: 218
作者:  Kganyago, Mahlatse;  Adjorlolo, Clement;  Mhangara, Paidamwoyo;  Tsoeleng, Lesiba
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Remote sensing  Machine learning  Precision agriculture  Leaf area index  Chlorophyll content  
Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 2
作者:  Ismaili, Maryem;  Krimissa, Samira;  Namous, Mustapha;  Abdelrahman, Kamal;  Boudhar, Abdelghani;  Edahbi, Mohamed;  Lebrini, Youssef;  Htitiou, Abdelaziz;  Maimouni, Soufiane;  Benabdelouhab, Tarik
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Precision agriculture  Soil mapping  Multi -criteria analysis (MCAD)  Large integral (LINTG)  NDVI  
Relating microtensiometer-based trunk water potential with sap flow, canopy temperature, and trunk and fruit diameter variations for irrigated 'Honeycrisp' apple 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Blanco, Victor;  Kalcsits, Lee
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
continuous measurements  fruit growth  plant-based sensors  precision irrigation  tree water status indicators  water potential  
Developing a Hyperspectral Remote Sensing-Based Algorithm to Diagnose Potato Moisture for Water-Saving Irrigation 期刊论文
发表期刊: HORTICULTURAE. 出版年: 2024, 卷号: 10, 期号: 8
作者:  Suyala, Qiqige;  Li, Zhuoling;  Zhang, Zhenxin;  Jia, Liguo;  Fan, Mingshou;  Sun, Youping;  Xing, Haifeng
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
potato  water diagnosis models  hyperspectral  precision irrigation  
UAV hyperspectral analysis of secondary salinization in arid oasis cotton fields: effects of FOD feature selection and SOA-RF 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Wang, Zeyuan;  Ding, Jianli;  Tan, Jiao;  Liu, Junhao;  Zhang, Tingting;  Cai, Weijian;  Meng, Shanshan
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
precision agriculture  UAV hyperspectral  fractional-order differentiation  feature variables  SOA-RF  
Yield Prediction of Four Bean (Phaseolus vulgaris) Cultivars Using Vegetation Indices Based on Multispectral Images from UAV in an Arid Zone of Peru 期刊论文
发表期刊: DRONES. 出版年: 2023, 卷号: 7, 期号: 5
作者:  Saravia, David;  Valqui-Valqui, Lamberto;  Salazar, Wilian;  Quille-Mamani, Javier;  Barboza, Elgar;  Porras-Jorge, Rossana;  Injante, Pedro;  Arbizu, Carlos I.
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
multiple regression  multispectral imaging  NDVI  precision agriculture  remote sensing  
Assessment of Soil Suitability Using Machine Learning in Arid and Semi-Arid Regions 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 1
作者:  Ismaili, Maryem;  Krimissa, Samira;  Namous, Mustapha;  Htitiou, Abdelaziz;  Abdelrahman, Kamal;  Fnais, Mohammed S.;  Lhissou, Rachid;  Eloudi, Hasna;  Faouzi, Elhousna;  Benabdelouahab, Tarik
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
precision agriculture  sentinel-2  random forest  XgbTree  digital soil mapping  remote sensing  agricultural management  
UAV-based remote sensing in plant stress imagine using high-resolution thermal sensor for digital agriculture practices: a meta-review 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2023
作者:  Awais, M.;  Li, W.;  Cheema, M. J. M.;  Zaman, Q. U.;  Shaheen, A.;  Aslam, B.;  Zhu, W.;  Ajmal, M.;  Faheem, M.;  Hussain, S.;  Nadeem, A. A.;  Afzal, M. M.;  Liu, C.
收藏  |  浏览/下载：58/0  |  提交时间：2022/03/17
Unmanned aerial vehicle (UAV)  Crop water stress index  Precision agriculture  Vegetation index  Image processing  Intelligent irrigation  
Investigating soil tipping suction in Axonopus compressus grown in poorly graded sand using a novel framework 期刊论文
发表期刊: ACTA GEOTECHNICA. 出版年: 2023, 卷号: 18, 期号: 5, 页码: 2847-2860
作者:  Bordoloi, Sanandam;  Ganesan, Suriya Prakash;  Garg, Ankit;  Sahoo, Lingaraj;  Sekharan, Sreedeep
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/29
Biochar  Drought  Ecological restoration  Photosynthesis  Precision irrigation  
Detection of the Spatial Variability of Soil Salinity East of the Bitter Lake of the Suez Canal, Egypt, as a Basis for Management Zones Using Sentinel-2 Multispectral Imagery 期刊论文
发表期刊: COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS. 出版年: 2023, 卷号: 54, 期号: 14, 页码: 1989-2001
作者:  Ali, Ali M.
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Management zones  precision mapping  remote sensing  spectral indices