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Improving the Accuracy of Landsat 8 Land Surface Temperature in Arid Regions by MODIS Water Vapor Imagery 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2023, 卷号: 14, 期号: 10
作者:  Arabi Aliabad, Fahime;  Zare, Mohammad;  Ghafarian Malamiri, Hamidreza;  Ghaderpour, Ebrahim
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
cross-validation  Landsat  Land surface temperature  MODIS  Sentinel-2  split-window algorithm  water vapor retrieval  Yazd  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：55/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Land degradation risk dynamics assessment in red and lateritic zones of eastern plateau, India: A combine approach of K-fold CV, data mining and field validation 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2022, 卷号: 69
作者:  Saha, Asish;  Pal, Subodh Chandra;  Chowdhuri, Indrajit;  Islam, Abu Reza Md. Towfiqul;  Roy, Paramita;  Chakrabortty, Rabin
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/20
Red and lateritic agro-climatic zones  Soil erosion  Land degradation  K-fold cross validation  Boosting-REPTree  Ex-situ plant species  
Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging 期刊论文
发表期刊: NEUROBIOLOGY OF AGING. 出版年: 2022, 卷号: 118, 页码: 55-65
作者:  Vieira, Bruno Hebling;  Liem, Franziskus;  Dadi, Kamalaker;  Engemann, Denis A.;  Gramfort, Alexandre;  Bellec, Pierre;  Craddock, Richard Cameron;  Damoiseaux, Jessica S.;  Steele, Christopher J.;  Yarkoni, Tal;  Langer, Nicolas;  Margulies, Daniel S.;  Varoquaux, Gael
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
Biomarker  Machine learning  Predictive modeling  Open science  Cross-validation  
Shortwave infrared vegetation index-based modelling for aboveground vegetation biomass assessment in the arid steppes of Algeria 期刊论文
发表期刊: AFRICAN JOURNAL OF RANGE & FORAGE SCIENCE. 出版年: 2021
作者:  Benseghir, Louai;  Bachari, Nour El Islam
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
cross-validation  Landsat 8 OLI  machine learning  Stipa tenacissima L  
A Multimethod Analysis for Average Annual Precipitation Mapping in the Khorasan Razavi Province (Northeastern Iran) 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Aalijahan, Mehdi;  Khosravichenar, Azra
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
precipitation interpolation  distribution of precipitation  geostatistics  cross-validation  Khorasan Razavi province  northeastern Iran  
Radiometric Cross-Calibration of GF-4/PMS Based on Radiometric Block Adjustment 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2021, 卷号: 59, 期号: 6, 页码: 4522-4534
作者:  Han, Jie;  Tao, Zui;  Xie, Yong;  Liu, Qiyue;  Huang, Youju
收藏  |  浏览/下载：24/0  |  提交时间：2021/07/30
Calibration  Satellite broadcasting  MODIS  Remote sensing  Uncertainty  Artificial satellites  Cross-calibration  GaoFen-4 (GF-4)  radiometric block adjustment (RBA)  validation and evaluation  
A framework for estimating actual evapotranspiration at weather stations without flux observations by combining data from MODIS and flux towers through a machine learning approach 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 603
作者:  Zhang, Chen;  Luo, Geping;  Hellwich, Olaf;  Chen, Chunbo;  Zhang, Wenqiang;  Xie, Mingjuan;  He, Huili;  Shi, Haiyang;  Wang, Yuangang
收藏  |  浏览/下载：19/0  |  提交时间：2022/02/12
Evapotranspiration  Weather stations without flux observations  Multiple temporal resolutions  Spatial cross-validation  Machine learning  Grasslands  
Regression kriging to improve basal area and growing stock volume estimation based on remotely sensed data, terrain indices and forest inventory of black pine forests 期刊论文
发表期刊: NEW ZEALAND JOURNAL OF FORESTRY SCIENCE. 出版年: 2020, 卷号: 50
作者:  Bolat, Ferhat;  Bulut, Sinan;  Gunlu, Alkan;  Ercanli, Ilker;  Senyurt, Muammer
收藏  |  浏览/下载：17/0  |  提交时间：2021/01/07
Forestry  k-fold cross-validation  Landsat 8  Sentinel-2  semi-arid region  
Using machine learning to quantify structuralMRIneurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2020, 卷号: 41, 期号: 14, 页码: 4127-4147
作者:  Popuri, Karteek;  Ma, Da;  Wang, Lei;  Beg, Mirza Faisal
收藏  |  浏览/下载：10/0  |  提交时间：2021/01/07
Alzheimer's disease  cross-database independent validation  dementia of Alzheimer's type  dementia score  disease progression  ensemble learning  longitudinal diagnostic stratification  magnetic resonance imaging  probabilistic classifier  prognosis prediction