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1دورية أكاديمية
المؤلفون: Schmidinger, Jonas, Schröter, Ingmar, Bönecke, Eric, Gebbers, Robin, Ruehlmann, Joerg, Kramer, Eckart, Mulder, Vera L., Heuvelink, Gerard B.M., Vogel, Sebastian
المصدر: Precision Agriculture (2024) ; ISSN: 1385-2256
مصطلحات موضوعية: Digital soil mapping, Precision agriculture, Proximal soil sensing, Sampling designs, Training sample size, Variable rate soil liming
وصف الملف: text/html
العلاقة: https://edepot.wur.nl/654577Test; https://research.wur.nl/en/publications/effect-of-training-sample-size-sampling-design-and-prediction-modTest
الإتاحة: https://doi.org/10.1007/s11119-024-10122-3Test
https://research.wur.nl/en/publications/effect-of-training-sample-size-sampling-design-and-prediction-modTest -
2دورية أكاديمية
المؤلفون: van Doorn, Maarten, Helfenstein, Anatol, Ros, Gerard H., Heuvelink, Gerard B.M., van Rotterdam-Los, Debby A.M.D., Verweij, Sven E., de Vries, Wim
المصدر: Geoderma 443 (2024) ; ISSN: 0016-7061
مصطلحات موضوعية: Agriculture, Aluminium, Digital soil mapping, Iron, Soil functions, Soil health
وصف الملف: text/html
العلاقة: https://edepot.wur.nl/652796Test; https://research.wur.nl/en/publications/high-resolution-digital-soil-mapping-of-amorphous-iron-and-aluminTest
الإتاحة: https://doi.org/10.1016/j.geoderma.2024.116838Test
https://research.wur.nl/en/publications/high-resolution-digital-soil-mapping-of-amorphous-iron-and-aluminTest -
3دورية أكاديمية
المؤلفون: Maria Eliza Turek, Laura Poggio, Niels H. Batjes, Robson André Armindo, Quirijn de Jong van Lier, Luis de Sousa, Gerard B.M. Heuvelink
المصدر: International Soil and Water Conservation Research, Vol 11, Iss 2, Pp 225-239 (2023)
مصطلحات موضوعية: Digital soil mapping, Soil hydraulic properties, Pedometrics, SoilGrids, Engineering (General). Civil engineering (General), TA1-2040
وصف الملف: electronic resource
العلاقة: http://www.sciencedirect.com/science/article/pii/S2095633922000636Test; https://doaj.org/toc/2095-6339Test
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4دورية أكاديمية
المؤلفون: Turek, Maria Eliza, Poggio, Laura, Batjes, Niels H., Armindo, Robson André, de Jong van Lier, Quirijn, de Sousa, Luis, Heuvelink, Gerard B.M.
المصدر: International Soil and Water Conservation Research 11 (2023) 2 ; ISSN: 2095-6339
مصطلحات موضوعية: Digital soil mapping, Pedometrics, Soil hydraulic properties, SoilGrids
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/577887Test; https://research.wur.nl/en/publications/global-mapping-of-volumetric-water-retention-at-100-330-and-15000Test
الإتاحة: https://doi.org/10.1016/j.iswcr.2022.08.001Test
https://research.wur.nl/en/publications/global-mapping-of-volumetric-water-retention-at-100-330-and-15000Test -
5دورية أكاديمية
المصدر: Geoderma 431 (2023) ; ISSN: 0016-7061
مصطلحات موضوعية: C:N ratio, Digital soil mapping, Random forest, Regression co-kriging, Soil organic carbon, Stochastic simulation
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/588024Test; https://research.wur.nl/en/publications/multivariate-random-forest-for-digital-soil-mappingTest
الإتاحة: https://doi.org/10.1016/j.geoderma.2023.116365Test
https://research.wur.nl/en/publications/multivariate-random-forest-for-digital-soil-mappingTest -
6دورية أكاديمية
المؤلفون: Schmidinger, Jonas, Heuvelink, Gerard B.M.
المصدر: Geoderma 437 (2023) ; ISSN: 0016-7061
مصطلحات موضوعية: Digital soil mapping, Machine learning, Proper scoring rules, Quantile regression, Uncertainty, Validation
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/636260Test; https://research.wur.nl/en/publications/validation-of-uncertainty-predictions-in-digital-soil-mappingTest
الإتاحة: https://doi.org/10.1016/j.geoderma.2023.116585Test
https://research.wur.nl/en/publications/validation-of-uncertainty-predictions-in-digital-soil-mappingTest -
7دورية أكاديمية
المؤلفون: Zhang, Lei, Heuvelink, Gerard B.M., Mulder, Vera L., Chen, Songchao, Deng, Xunfei, Yang, Lin
المصدر: Science of the Total Environment 922 (2024) ; ISSN: 0048-9697
مصطلحات موضوعية: Digital soil mapping, Hybrid modelling, Mechanistic knowledge-guided machine learning, Random forest, RothC, Soil carbon dynamics
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/652841Test; https://research.wur.nl/en/publications/using-process-oriented-model-output-to-enhance-machine-learning-bTest
الإتاحة: https://doi.org/10.1016/j.scitotenv.2024.170778Test
https://research.wur.nl/en/publications/using-process-oriented-model-output-to-enhance-machine-learning-bTest -
8دورية أكاديمية
المؤلفون: Steinbuch, Luc, Brus, Dick J., Heuvelink, Gerard B.M.
المصدر: European Journal of Soil Science 73 (2022) 1 ; ISSN: 1351-0754
مصطلحات موضوعية: Bayesian statistics, digital soil mapping, generalized linear model, geoRglm, model-based geostatistics, spatial statistics
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/551296Test; https://research.wur.nl/en/publications/mapping-depth-to-pleistocene-sand-with-bayesian-generalized-lineaTest
الإتاحة: https://doi.org/10.1111/ejss.13140Test
https://research.wur.nl/en/publications/mapping-depth-to-pleistocene-sand-with-bayesian-generalized-lineaTest -
9دورية أكاديمية
المصدر: Spatial Statistics 47 (2022) ; ISSN: 2211-6753
مصطلحات موضوعية: Digital soil mapping, E-BLUP, Machine learning, Maximum likelihood, Measurement error, REML
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/561553Test; https://research.wur.nl/en/publications/measurement-error-filtered-machine-learning-in-digital-soil-mappiTest
الإتاحة: https://doi.org/10.1016/j.spasta.2021.100572Test
https://research.wur.nl/en/publications/measurement-error-filtered-machine-learning-in-digital-soil-mappiTest -
10دورية أكاديمية
المؤلفون: Takoutsing, Bertin, Heuvelink, Gerard B.M.
المصدر: Geoderma 428 (2022) ; ISSN: 0016-7061
مصطلحات موضوعية: Digital soil mapping, Extrapolation potential, Measurement error, Random forest, Regression kriging, Uncertainty
وصف الملف: application/pdf
العلاقة: https://edepot.wur.nl/580489Test; https://research.wur.nl/en/publications/comparing-the-prediction-performance-uncertainty-quantification-aTest
الإتاحة: https://doi.org/10.1016/j.geoderma.2022.116192Test
https://research.wur.nl/en/publications/comparing-the-prediction-performance-uncertainty-quantification-aTest