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MIIDAPS-AI: An Explainable Machine-Learning Algorithm for Infrared and Microwave Remote Sensing and Data Assimilation Preprocessing - Application to LEO and GEO Sensors
Maddy, Eric S., Boukabara, Sid A.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data
Estévez, José, Salinero-Delgado, Matías, Berger, Katja, Pipia, Luca, Rivera-Caicedo, Juan Pablo, Wocher, Matthias, Reyes-Muñoz, Pablo, Tagliabue, Giulia, Boschetti, Mirco, Verrelst, Jochem
Published in Remote sensing of environment (01.05.2022)
Published in Remote sensing of environment (01.05.2022)
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Journal Article
Stepwise integration of analytical hierarchy process with machine learning algorithms for landslide, gully erosion and flash flood susceptibility mapping over the North-Moungo perimeter, Cameroon
Mfondoum, Alfred Homère Ngandam, Nguet, Pauline Wokwenmendam, Seuwui, Dieudonné Tchokona, Mfondoum, Jean Valéry Mefire, Ngenyam, Henry Bang, Diba, Ibrahima, Tchindjang, Mesmin, Djiangoue, Bertin, Mihi, Ali, Hakdaoui, Sofia, Batcha, Roseline, Tchatchouang, Frédéric Chamberlain Lounang, Petcheu, Igor Casimir Njombissie, Beni, Luc Moutila
Published in Geoenvironmental disasters (01.12.2023)
Published in Geoenvironmental disasters (01.12.2023)
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Journal Article
Data-Driven Machine Learning in Environmental Pollution: Gains and Problems
Liu, Xian, Lu, Dawei, Zhang, Aiqian, Liu, Qian, Jiang, Guibin
Published in Environmental science & technology (15.02.2022)
Published in Environmental science & technology (15.02.2022)
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Journal Article
Machine learning data-driven approaches for land use/cover mapping and trend analysis using Google Earth Engine
Feizizadeh, Bakhtiar, Omarzadeh, Davoud, Kazemi Garajeh, Mohammad, Lakes, Tobia, Blaschke, Thomas
Published in Journal of environmental planning and management (23.02.2023)
Published in Journal of environmental planning and management (23.02.2023)
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Journal Article
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm
Tien Bui, Dieu, Shahabi, Himan, Omidvar, Ebrahim, Shirzadi, Ataollah, Geertsema, Marten, Clague, John, Khosravi, Khabat, Pradhan, Biswajeet, Pham, Binh, Chapi, Kamran, Barati, Zahra, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
Published in Remote sensing (Basel, Switzerland) (02.04.2019)
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Journal Article
Machine Learning Technologies for Secure Vehicular Communication in Internet of Vehicles: Recent Advances and Applications
Ali, Elmustafa Sayed, Hasan, Mohammad Kamrul, Hassan, Rosilah, Saeed, Rashid A., Hassan, Mona Bakri, Islam, Shayla, Nafi, Nazmus Shaker, Bevinakoppa, Savitri
Published in Security and communication networks (2021)
Published in Security and communication networks (2021)
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Journal Article
Monitoring cropland LAI using Gaussian Process Regression and sentinel - 2 surface reflectance data in Google Earth Engine
Sahoo, Rabi N., Kondraju, Tarun, Rejith, R. G., Verrelst, Jochem, Ranjan, Rajeev, Gakhar, Shalini, Bhandari, Amrita, Chinnusamy, Viswanathan
Published in International journal of remote sensing (02.08.2024)
Published in International journal of remote sensing (02.08.2024)
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Journal Article
Online Intelligent Monitoring System and Key Technologies for Dam Operation Safety
Li, Shuangping, Zhang, Bin, Tong, Guangqin, Li, Yonghua, Liu, Zuqiang, Shi, Bo, Geng, Jun, Liu, Dingming, Wang, Huawei, Ai, Qingsong, Ding, Jianxin, Gan, Zheng
Published in Advances in Civil Engineering (01.01.2025)
Published in Advances in Civil Engineering (01.01.2025)
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Journal Article
Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models
Reyes-Muñoz, Pablo, D.Kovács, Dávid, Berger, Katja, Pipia, Luca, Belda, Santiago, Rivera-Caicedo, Juan Pablo, Verrelst, Jochem
Published in Remote sensing of environment (01.05.2024)
Published in Remote sensing of environment (01.05.2024)
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Journal Article
Modified aquila optimizer for forecasting oil production
Al-qaness, Mohammed A. A., Ewees, Ahmed A., Fan, Hong, AlRassas, Ayman Mutahar, Abd Elaziz, Mohamed
Published in Geo-spatial information science (02.10.2022)
Published in Geo-spatial information science (02.10.2022)
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Journal Article