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- [1] Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning ModelsREMOTE SENSING, 2023, 15 (19)de Oliveira, Karym Mayara论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilFalcioni, Renan论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilGoncalves, Joao Vitor Ferreira论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazilde Oliveira, Caio Almeida论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilMendonca, Weslei Augusto论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilCrusiol, Luis Guilherme Teixeira论文数: 0 引用数: 0 h-index: 0机构: Embrapa Soja Empresa Brasileira Pesquisa Agr, BR-86001970 Londrina, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazilde Oliveira, Roney Berti论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilFurlanetto, Renato Herrig论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Gulf Coast Res & Educ Ctr, Wimauma, FL 33598 USA Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilReis, Amanda Silveira论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, BrazilNanni, Marcos Rafael论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil Univ Estadual Maringa, Dept Agron, Grad Program Agron, Av Colombo 5790, BR-87020900 Maringa, Brazil
- [2] Performance of global and regional VIS-NIR-SWIR models in predicting soil copper and zinc in vineyards in southern BrazilENVIRONMENTAL MONITORING AND ASSESSMENT, 2025, 197 (03)Sangoi, Daniely Vaz da Silva论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, BrazilDalmolin, Ricardo Simao Diniz论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, BrazilMoura-Bueno, Jean Michel论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, BrazilPedron, Fabricio de Araujo论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, BrazilTiecher, Tales论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Rio Grande do Sul, Dept Soil Sci, Porto Alegre, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, BrazilBrunetto, Gustavo论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil Univ Fed Santa Maria, Dept Soils, BR-97105900 Santa Maria, RS, Brazil
- [3] Combining Vis-NIR-SWIR Spectroscopy and Machine Learning to Predict Soil Available Copper and Zinc in Southern Brazil VineyardsJOURNAL OF SOIL SCIENCE AND PLANT NUTRITION, 2025,Sangoi, Daniely Vaz da Silva论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilDalmolin, Ricardo Simao Diniz论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Dept, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilMoura-Bueno, Jean Michel论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilPedron, Fabricio de Araujo论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Dept, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilBrunetto, Gustavo论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Dept, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilHindersmann, Jacson论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilGrando, Douglas Luiz论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, BrazilFontana, Agnes Estela论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil Univ Fed Santa Maria, Soil Sci Grad Program, Santa Maria, RS, Brazil
- [4] Machine-learning-based quantitative estimation of soil organic carbon content by VIS/NIR spectroscopyPEERJ, 2018, 6Ding, Jianli论文数: 0 引用数: 0 h-index: 0机构: Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R China Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Peoples R China Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R ChinaYang, Aixia论文数: 0 引用数: 0 h-index: 0机构: Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R China Qinzhou Univ, Coll Resources & Environm Sci, Qinzhou, Peoples R China Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R ChinaWang, Jingzhe论文数: 0 引用数: 0 h-index: 0机构: Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R China Xinjiang Univ, Key Lab Oasis Ecol, Urumqi, Peoples R China Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R ChinaSagan, Vasit论文数: 0 引用数: 0 h-index: 0机构: St Louis Univ, Dept Earth & Atmospher Sci, St Louis, MO 63103 USA Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R ChinaYu, Danlin论文数: 0 引用数: 0 h-index: 0机构: Montclair State Univ, Dept Earth & Environm Studies, Montclair, NJ USA Renmin Univ China, Sch Sociol & Populat Studies, Beijing, Peoples R China Xinjiang Univ, Coll Resources & Environm Sci, Higher Educ Inst, Key Lab Smart City & Environm Modelling, Urumqi, Peoples R China
- [5] Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR SpectraSENSORS, 2019, 19 (02):Yang, Meihua论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R China Yuzhang Normal Univ, Dept Environm Engn, Nanchang 330103, Jiangxi, Peoples R China Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R ChinaXu, Dongyun论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R China Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R ChinaChen, Songchao论文数: 0 引用数: 0 h-index: 0机构: INRA, Unite InfoSol, F-45075 Orleans, France Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R ChinaLi, Hongyi论文数: 0 引用数: 0 h-index: 0机构: Jiangxi Univ Finance & Econ, Dept Land Resource Management, Nanchang 330013, Jiangxi, Peoples R China Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R ChinaShi, Zhou论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R China Minist Agr, Key Lab Spect Sensing, Hangzhou 310058, Zhejiang, Peoples R China Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R China
- [6] Estimating Soil Organic Carbon Using VIS/NIR Spectroscopy with SVMR and SPA MethodsREMOTE SENSING, 2014, 6 (04) : 2699 - 2717Peng, Xiaoting论文数: 0 引用数: 0 h-index: 0机构: Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R ChinaShi, Tiezhu论文数: 0 引用数: 0 h-index: 0机构: Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China Wuhan Univ, Minist Educ, Key Lab Geog Informat Syst, Wuhan 430079, Peoples R China Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R ChinaSong, Aihong论文数: 0 引用数: 0 h-index: 0机构: Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R ChinaChen, Yiyun论文数: 0 引用数: 0 h-index: 0机构: Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China Wuhan Univ, Minist Educ, Key Lab Geog Informat Syst, Wuhan 430079, Peoples R China Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R ChinaGao, Wenxiu论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Sch Architecture & Urban Planning, Shenzhen 518060, Peoples R China Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
- [7] Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging SensorsREMOTE SENSING, 2021, 13 (09)Nanni, Marcos Rafael论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilDematte, Jose Alexandre Melo论文数: 0 引用数: 0 h-index: 0机构: Univ Sao Paulo, Dept Soil Sci, BR-13418900 Piracicaba, SP, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilRodrigues, Marlon论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazildos Santos, Glaucio Leboso Alemparte Abrantes论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilReis, Amanda Silveira论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazilde Oliveira, Karym Mayara论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilCezar, Everson论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilFurlanetto, Renato Herrig论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilCrusiol, Luis Guilherme Teixeira论文数: 0 引用数: 0 h-index: 0机构: Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil Chinese Acad Agr Sci, Key Lab Agr Remote Sensing, Inst Agr Resources & Reg Planning,Minist Agr, CAAS CIAT Joint Lab Adv Technol Sustainable Agr, Beijing 100081, Peoples R China Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, BrazilSun, Liang论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Agr Sci, Key Lab Agr Remote Sensing, Inst Agr Resources & Reg Planning,Minist Agr, CAAS CIAT Joint Lab Adv Technol Sustainable Agr, Beijing 100081, Peoples R China Univ Estadual Maringa, Dept Agron, BR-87020900 Maringa, PR, Brazil
- [8] Development of a Soil Organic Matter Content Prediction Model Based on Supervised Learning Using Vis-NIR/SWIR SpectroscopySENSORS, 2022, 22 (14)Kim, Min-Jee论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Agr & Life Sci Res Inst, Chunchon 24314, South Korea Kangwon Natl Univ, Agr & Life Sci Res Inst, Chunchon 24314, South KoreaLee, Hye-In论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Interdisciplinary Program Smart Agr, Chunchon 24314, South Korea Kangwon Natl Univ, Agr & Life Sci Res Inst, Chunchon 24314, South KoreaChoi, Jae-Hyun论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Coll Agr & Life Sci, Dept Biosyst Engn, Chunchon 24314, South Korea Kangwon Natl Univ, Agr & Life Sci Res Inst, Chunchon 24314, South Korea论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:
- [9] Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopyBIOSYSTEMS ENGINEERING, 2016, 152 : 104 - 116Morellos, Antonios论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, Greece Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreecePantazi, Xanthoula-Eirini论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, Greece Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceMoshou, Dimitrios论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, Greece Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceAlexandridis, Thomas论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Lab Remote Sensing & GIS, Fac Agr, Univ Box 259, Thessaloniki 54124, Greece Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceWhetton, Rebecca论文数: 0 引用数: 0 h-index: 0机构: Cranfield Univ, Cranfield Soil & AgriFood Inst, Cranfield MK43 0AL, Beds, England Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceTziotzios, Georgios论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, Greece Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceWiebensohn, Jens论文数: 0 引用数: 0 h-index: 0机构: Univ Rostock, Professorship Geodesy & Geoinformat, Fac Agr & Environm Sci, D-18055 Rostock, Germany Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceBill, Ralf论文数: 0 引用数: 0 h-index: 0机构: Univ Rostock, Professorship Geodesy & Geoinformat, Fac Agr & Environm Sci, D-18055 Rostock, Germany Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, GreeceMouazen, Abdul M.论文数: 0 引用数: 0 h-index: 0机构: Cranfield Univ, Cranfield Soil & AgriFood Inst, Cranfield MK43 0AL, Beds, England Aristotle Univ Thessaloniki, Agr Engn Lab, Fac Agr, Univ Box 275, Thessaloniki 54124, Greece
- [10] A memory-based learning approach utilizing combined spectral sources and geographical proximity for improved VIS-NIR-SWIR soil properties estimationGEODERMA, 2019, 340 : 11 - 24Tziolas, Nikolaos论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, Greece Interbalkan Environm Ctr, 18 Loutron Str, Lagadas, Greece Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, GreeceTsakiridis, Nikolaos论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Fac Engn, Dept Elect & Comp Engn, Thessaloniki 54123, Greece Interbalkan Environm Ctr, 18 Loutron Str, Lagadas, Greece Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, GreeceBen-Dor, Eyal论文数: 0 引用数: 0 h-index: 0机构: Tel Aviv Univ, Sch Earth Sci, Remote Sensing & GIS Lab, Dept Geog, POB 39040, Tel Aviv, Israel Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, GreeceTheocharis, John论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Fac Engn, Dept Elect & Comp Engn, Thessaloniki 54123, Greece Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, GreeceZalidis, George论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, Greece Interbalkan Environm Ctr, 18 Loutron Str, Lagadas, Greece Aristotle Univ Thessaloniki, Fac Agr Forestry & Nat Environm, Sch Agr, Thessaloniki 54123, Greece