BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

339 related articles for article (PubMed ID: 32498148)

  • 1. High-resolution digital mapping of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning algorithms.
    Zhou T; Geng Y; Chen J; Pan J; Haase D; Lausch A
    Sci Total Environ; 2020 Aug; 729():138244. PubMed ID: 32498148
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images.
    Zhou T; Geng Y; Ji C; Xu X; Wang H; Pan J; Bumberger J; Haase D; Lausch A
    Sci Total Environ; 2021 Feb; 755(Pt 2):142661. PubMed ID: 33059134
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Synergetic use of DEM derivatives, Sentinel-1 and Sentinel-2 data for mapping soil properties of a sloped cropland based on a two-step ensemble learning method.
    Li Z; Liu F; Peng X; Hu B; Song X
    Sci Total Environ; 2023 Mar; 866():161421. PubMed ID: 36621491
    [TBL] [Abstract][Full Text] [Related]  

  • 4. A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion.
    Nguyen TT; Pham TD; Nguyen CT; Delfos J; Archibald R; Dang KB; Hoang NB; Guo W; Ngo HH
    Sci Total Environ; 2022 Jan; 804():150187. PubMed ID: 34517328
    [TBL] [Abstract][Full Text] [Related]  

  • 5. High resolution mapping of soil organic carbon stocks using remote sensing variables in the semi-arid rangelands of eastern Australia.
    Wang B; Waters C; Orgill S; Gray J; Cowie A; Clark A; Liu L
    Sci Total Environ; 2018 Jul; 630():367-378. PubMed ID: 29482145
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Estimation of Soil Organic Carbon Content in the Ebinur Lake Wetland, Xinjiang, China, Based on Multisource Remote Sensing Data and Ensemble Learning Algorithms.
    Xie B; Ding J; Ge X; Li X; Han L; Wang Z
    Sensors (Basel); 2022 Mar; 22(7):. PubMed ID: 35408299
    [TBL] [Abstract][Full Text] [Related]  

  • 7. An improved similarity-based approach to predicting and mapping soil organic carbon and soil total nitrogen in a coastal region of northeastern China.
    Wang S; Adhikari K; Zhuang Q; Yang Z; Jin X; Wang Q; Bian Z
    PeerJ; 2020; 8():e9126. PubMed ID: 32518723
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Dynamics of soil organic carbon and nitrogen and their relations to hydrothermal variability in dryland.
    He M; Tang L; Li C; Ren J; Zhang L; Li X
    J Environ Manage; 2022 Oct; 319():115751. PubMed ID: 35982576
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Effects of optical and radar satellite observations within Google Earth Engine on soil organic carbon prediction models in Spain.
    Zhou T; Geng Y; Lv W; Xiao S; Zhang P; Xu X; Chen J; Wu Z; Pan J; Si B; Lausch A
    J Environ Manage; 2023 Jul; 338():117810. PubMed ID: 37003220
    [TBL] [Abstract][Full Text] [Related]  

  • 10. High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models.
    Forkuor G; Hounkpatin OK; Welp G; Thiel M
    PLoS One; 2017; 12(1):e0170478. PubMed ID: 28114334
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Spatial distribution of soil organic carbon and total nitrogen based on GIS and geostatistics in a small watershed in a hilly area of northern China.
    Peng G; Bing W; Guangpo G; Guangcan Z
    PLoS One; 2013; 8(12):e83592. PubMed ID: 24391791
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Large-scale digital mapping of topsoil total nitrogen using machine learning models and associated uncertainty map.
    Parsaie F; Farrokhian Firouzi A; Mousavi SR; Rahmani A; Sedri MH; Homaee M
    Environ Monit Assess; 2021 Mar; 193(4):162. PubMed ID: 33665671
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Inversion of soil organic carbon content based on the two-point machine learning method.
    Wang C; Gao B; Yang K; Wang Y; Sukhbaatar C; Yin Y; Feng Q; Yao X; Zhang Z; Yang J
    Sci Total Environ; 2024 Sep; 943():173608. PubMed ID: 38848920
    [TBL] [Abstract][Full Text] [Related]  

  • 14. A low-cost approach for soil moisture prediction using multi-sensor data and machine learning algorithm.
    Nguyen TT; Ngo HH; Guo W; Chang SW; Nguyen DD; Nguyen CT; Zhang J; Liang S; Bui XT; Hoang NB
    Sci Total Environ; 2022 Aug; 833():155066. PubMed ID: 35398433
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches.
    Ließ M; Schmidt J; Glaser B
    PLoS One; 2016; 11(4):e0153673. PubMed ID: 27128736
    [TBL] [Abstract][Full Text] [Related]  

  • 16. The possibility of spatial mapping of SOC content in olive groves under integrated production using easy-to-obtain ancillary data in a Mediterranean area.
    Blanco Velázquez FJ; Shahabi M; Rezaei H; González-Peñaloza F; Shahbazi F; Anaya-Romero M
    Open Res Eur; 2022; 2():110. PubMed ID: 38706614
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Digital Mapping of Soil Organic Carbon Based on Machine Learning and Regression Kriging.
    Zhu C; Wei Y; Zhu F; Lu W; Fang Z; Li Z; Pan J
    Sensors (Basel); 2022 Nov; 22(22):. PubMed ID: 36433592
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Estimation of Soil Characteristics from Multispectral Sentinel-3 Imagery and DEM Derivatives Using Machine Learning.
    Piccoli F; Barbato MP; Peracchi M; Napoletano P
    Sensors (Basel); 2023 Sep; 23(18):. PubMed ID: 37765932
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Multi-predictor mapping of soil organic carbon in the alpine tundra: a case study for the central Ecuadorian páramo.
    Ayala Izurieta JE; Márquez CO; García VJ; Jara Santillán CA; Sisti JM; Pasqualotto N; Van Wittenberghe S; Delegido J
    Carbon Balance Manag; 2021 Oct; 16(1):32. PubMed ID: 34693465
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Assessing spatial variability of soil organic carbon and total nitrogen in eroded hilly region of subtropical China.
    Zhang J; Zhang M; Huang S; Zha X
    PLoS One; 2020; 15(12):e0244322. PubMed ID: 33347496
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 17.