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Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Contribution of predictive factors of land degradation occurrence applying maximum entropy model 期刊论文
发表期刊: ARID LAND RESEARCH AND MANAGEMENT. 出版年: 2024, 卷号: 38, 期号: 3, 页码: 299-317
作者:  Abolhasani, Azam;  Khosravi, Hassan;  Zehtabian, Gholamreza;  Rahmati, Omid;  Alamdarloo, Esmaeil Heydari;  D'Odorico, Paolo
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Prediction  predictive variable  sensitivity  spatial modeling  
Environment predicts Batrachochytrium dendrobatidis lineage distribution and zones of recombination in South Africa 期刊论文
发表期刊: ECOLOGY AND EVOLUTION. 出版年: 2024, 卷号: 14, 期号: 2
作者:  Verster, Ruhan;  Ghosh, Pria N.;  Sewell, Tom R.;  Garner, Trenton W. J.;  Fisher, Matthew C.;  Muller, Wynand;  Cilliers, Dirk;  Weldon, Che
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Africa  amphibian chytrid fungus  distribution modeling  environmental envelope  predictive ecological niche modeling  recombinant zone  
A longitudinal analysis of soil salinity changes using remotely sensed imageries 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2024, 卷号: 14, 期号: 1
作者:  Bandak, Soraya;  Movahedi-Naeini, Seyed Alireza;  Mehri, Saeed;  Lotfata, Aynaz
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Soil salinization  Remote sensing  Predictive modeling  Decision tree  
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care 期刊论文
发表期刊: JOURNAL OF BIOMEDICAL INFORMATICS. 出版年: 2022, 卷号: 128
作者:  Song, Jiyoun;  Hobensack, Mollie;  Bowles, Kathryn H.;  V. McDonald, Margaret;  Cato, Kenrick;  Rossetti, Sarah Collins;  Chae, Sena;  Kennedy, Erin;  Barron, Yolanda;  Sridharan, Sridevi;  Topax, Maxim
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Home health care  Predictive modeling  Natural language processing  Risk assessment  Clinical deterioration  Nursing informatics  
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：9/0  |  提交时间：2024/09/20
Biomarker  Machine learning  Predictive modeling  Open science  Cross-validation  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载：40/0  |  提交时间：2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Evaluating pole cutting survival and growth for riparian forest restoration during invasion by polyphagous shot hole borer 期刊论文
发表期刊: RESTORATION ECOLOGY. 出版年: 2021
作者:  Bennett, Shelley K.;  Lambert, Adam M.;  Carey, Sean P.;  Braman, Charles A.
收藏  |  浏览/下载：40/0  |  提交时间：2021/11/29
Arundo donax  Euwallacea whitfordiodendrus  invasive species  predictive modeling  restoration success  tree mortality  
Distributed functional connectivity predicts neuropsychological test performance among older adults 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2021, 卷号: 42, 期号: 10, 页码: 3305-3325
作者:  Kwak, Seyul;  Kim, Hairin;  Kim, Hoyoung;  Youm, Yoosik;  Chey, Jeanyung
收藏  |  浏览/下载：23/0  |  提交时间：2021/07/30
brain connectomics  cognitive aging  dementia  machine learning  neuropsychological test  predictive modeling  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：34/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region