المؤلفون: Guruh Samodra, Ngadisih, Ferman Setia Nugroho

المصدر: Artificial Intelligence in Geosciences, Vol 5, Iss , Pp 100093- (2024)

مصطلحات موضوعية: Landslide, Machine learning, Random forest, Sampling strategies, Spatial cross validation, Hyperparameter tuning, Geography (General), G1-922, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666544124000340; https://doaj.org/toc/2666-5441

URL الوصول: https://doaj.org/article/fae2a1952b294d0d8fd53fe5946c2c5f

المؤلفون: Chandan Kumar, Gabriel Walton, Paul Santi, Carlos Luza

المصدر: Remote Sensing, Vol 17, Iss 2, p 213 (2025)

مصطلحات موضوعية: landslide susceptibility mapping, machine learning, random cross-validation, spatial autocorrelation, spatial cross-validation, Science

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2072-4292/17/2/213; https://doaj.org/toc/2072-4292

URL الوصول: https://doaj.org/article/bc4bfcef8be04bc6981e192574e91ef2

المؤلفون: Andrey Chinilin, Igor Yu. Savin

المصدر: Egyptian Journal of Remote Sensing and Space Sciences, Vol 26, Iss 3, Pp 666-675 (2023)

مصطلحات موضوعية: Soil carbon, Spatial prediction, Random forest, Spatial cross-validation, Russia, Area of applicability, Geodesy, QB275-343

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S111098232300056X; https://doaj.org/toc/1110-9823

URL الوصول: https://doaj.org/article/f61c2357c3f84166ace237180a3b8df8

المؤلفون: Stefan Stiller, Kathrin Grahmann, Gohar Ghazaryan, Masahiro Ryo

المصدر: ISPRS Open Journal of Photogrammetry and Remote Sensing, Vol 12, Iss , Pp 100064- (2024)

مصطلحات موضوعية: Smallholder farming, UAV, Crop yield, Convolutional neural network, Spatial cross validation, External validation, Geography (General), G1-922, Surveying, TA501-625

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2667393224000073; https://doaj.org/toc/2667-3932

URL الوصول: https://doaj.org/article/180e4649d8e345f2880fc51fef475521

المؤلفون: Chavez-Chong, Cristina

المساهمون: Modélisation aléatoire de Paris X (MODAL'X), Université Paris Nanterre (UPN)-Centre National de la Recherche Scientifique (CNRS), ICIMAF

المصدر: https://hal.science/hal-04605503 ; 2024.

مصطلحات موضوعية: spatial cross-validation, model assessment, spatial dependence, linear regression, validation croisée spatiale, évaluation du modèle, dépendance spatiale, régression linéaire, [STAT]Statistics [stat]

Relation: hal-04605503; https://hal.science/hal-04605503; https://hal.science/hal-04605503/document; https://hal.science/hal-04605503/file/chapter01_HAL.pdf

الاتاحة: https://hal.science/hal-04605503
https://hal.science/hal-04605503/document
https://hal.science/hal-04605503/file/chapter01_HAL.pdf

المؤلفون: Juanma Cintas, Belen Franch, Kristof Van-Tricht, Hendrik Boogaard, Jeroen Degerickx, Inbal Becker-Reshef, Italo Moletto-Lobos, Bertran Mollà-Bononad, Jose A. Sobrino, Sven Gilliams, Zoltan Szantoi

المصدر: International Journal of Applied Earth Observations and Geoinformation, Vol 118, Iss , Pp 103283- (2023)

مصطلحات موضوعية: GDD, Crop type classification, Remote Sensing, MSMD, Spatial cross-validation, Physical geography, GB3-5030, Environmental sciences, GE1-350

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S156984322300105X; https://doaj.org/toc/1569-8432

URL الوصول: https://doaj.org/article/caef17ebc6d949f88af2ac0679e2c77b

المؤلفون: Xiaoliang Dai, Yunqiang Zhu, Kai Sun, Qiang Zou, Shen Zhao, Weirong Li, Lei Hu, Shu Wang

المصدر: Remote Sensing; Volume 15; Issue 6; Pages: 1513

مصطلحات موضوعية: landslide susceptibility, geographical random forest, spatial heterogeneity, local feature importance, spatial cross validation

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: Earth Observation for Emergency Management; https://dx.doi.org/10.3390/rs15061513

الاتاحة: https://doi.org/10.3390/rs15061513

المؤلفون: Albert Y. Kim, David N. Allen, Simon P. Couch

المصدر: Ecology and Evolution, Vol 11, Iss 22, Pp 15556-15572 (2021)

مصطلحات موضوعية: forest ecology, ForestGEO, interspecific competition, neighborhood competition, spatial cross‐validation, Ecology, QH540-549.5

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-7758

URL الوصول: https://doaj.org/article/4f8ef6528ec84e5982ea8c737c635853

المؤلفون: Cristina, Chavez-Chong, Hardouin, Cécile, Fermin, Ana Karina

المساهمون: Modélisation aléatoire de Paris X (MODAL'X), Université Paris Nanterre (UPN)-Centre National de la Recherche Scientifique (CNRS), ANR11-LBX-0023-01, Ambassade de France à Cuba

المصدر: https://hal.science/hal-04245412 ; 2023.

مصطلحات موضوعية: Spatial cross-validation, Variable importance, Permutation tests, Spatial autoregressive models, Multicollinearity, Ridge regularization, [STAT]Statistics [stat]

Relation: hal-04245412; https://hal.science/hal-04245412; https://hal.science/hal-04245412/document; https://hal.science/hal-04245412/file/Vfinale.pdf

الاتاحة: https://hal.science/hal-04245412
https://hal.science/hal-04245412/document
https://hal.science/hal-04245412/file/Vfinale.pdf

المؤلفون: Deppner, Juergen, Cajias, Marcelo

مصطلحات موضوعية: ddc:330, Hedonic modeling, Machine learning, Spatial autocorrelation, Spatial cross-validation, Mass appraisal, Automated valuation models

Relation: https://hdl.handle.net/10419/307269

الاتاحة: https://hdl.handle.net/10419/307269
https://doi.org/10.1007/s11146-022-09915-y

المؤلفون: Aiym Orynbaikyzy, Ursula Gessner, Christopher Conrad

المصدر: Remote Sensing; Volume 14; Issue 6; Pages: 1493

مصطلحات موضوعية: optical-SAR combination, crop type mapping, spatial cross-validation, spatial feature selection, group-wise forward feature selection

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: Remote Sensing in Agriculture and Vegetation; https://dx.doi.org/10.3390/rs14061493

الاتاحة: https://doi.org/10.3390/rs14061493

المؤلفون: Chavez-Chong, Cristina, Hardouin, Cécile, Fermin, Ana-Karina

المساهمون: Modélisation aléatoire de Paris X (MODAL'X), Université Paris Nanterre (UPN)-Centre National de la Recherche Scientifique (CNRS), ICIMAF (ICIMAF), ICIMAF

المصدر: ISSN: 1863-8171.

مصطلحات موضوعية: Spatial autoregressive models, Multicollinearity, Ridge regularization, Spatial cross-validation, Variable importance, Permutation tests, [STAT]Statistics [stat]

Relation: hal-04528809; https://hal.science/hal-04528809

الاتاحة: https://hal.science/hal-04528809
https://doi.org/10.1007/s10182-024-00496-0

المؤلفون: Kim, Albert Y., Allen, David N., Couch, Simon P.

المصدر: Statistical and Data Sciences: Faculty Publications

مصطلحات موضوعية: forest ecology, ForestGEO, interspecific competition, neighborhood competition, spatial cross-validation, tree growth, Data Science, Other Computer Sciences, Statistics and Probability

وصف الملف: application/pdf

Relation: https://scholarworks.smith.edu/sds_facpubs/41; https://scholarworks.smith.edu/cgi/viewcontent.cgi?article=1040&context=sds_facpubs

الاتاحة: https://scholarworks.smith.edu/sds_facpubs/41
https://scholarworks.smith.edu/cgi/viewcontent.cgi?article=1040&context=sds_facpubs

المؤلفون: Musang Yoo, Hyeongmo Koo

مصطلحات موضوعية: Other engineering not elsewhere classified, spatial autocorrelation, cross-validation, spatial cross-validation

Relation: https://figshare.com/articles/dataset/Code_Data/25340563

الاتاحة: https://doi.org/10.6084/m9.figshare.25340563.v1
https://figshare.com/articles/dataset/Code_Data/25340563

المؤلفون: Tonini, Marj, D'Andrea, Mirko, Biondi, Guido, Degli Esposti, Silvia, Trucchia, Andrea, Fiorucci, Paolo

المصدر: Geosciences, vol. 10, no. 3, pp. 105

مصطلحات موضوعية: wildfires, susceptibility mapping, machine learning, random forest, spatial-cross validation

وصف الملف: application/pdf

Relation: info:eu-repo/semantics/altIdentifier/pissn/2076-3263; info:eu-repo/grantAgreement/SNF//IZSEZ0_186483///; info:eu-repo/semantics/altIdentifier/urn/urn:nbn:ch:serval-BIB_FAC31D6A6D4B1; https://serval.unil.ch/notice/serval:BIB_FAC31D6A6D4B; https://serval.unil.ch/resource/serval:BIB_FAC31D6A6D4B.P001/REF.pdf

الاتاحة: https://serval.unil.ch/notice/serval:BIB_FAC31D6A6D4B
https://doi.org/10.3390/geosciences10030105
https://serval.unil.ch/resource/serval:BIB_FAC31D6A6D4B.P001/REF.pdf
http://nbn-resolving.org/urn/resolver.pl?urn=urn:nbn:ch:serval-BIB_FAC31D6A6D4B1

المؤلفون: Schratz, Patrick, Muenchow, Jannes, Richter, Jakob, Iturritxa, Eugenia, Brenning, Alexander

المساهمون: 10th International Conference on Ecological Informatics- Translating Ecological Data into Knowledge and Decisions in a Rapidly Changing World. 24-28 September, 2018. Jena, Germany

مصطلحات موضوعية: article, ddc:004, ddc:570, ddc:580, ddc:590, ddc:600, ddc:630, spatial modeling -- machine learning -- model selection -- hyperparameter tuning -- spatial cross-validation

وصف الملف: 17 Seiten

Relation: ICEI 2018 : 10th International Conference on Ecological Informatics- Translating Ecological Data into Knowledge and Decisions in a Rapidly Changing World; https://doi.org/10.22032/dbt.37949

الاتاحة: https://doi.org/10.22032/dbt.37949
https://www.db-thueringen.de/receive/dbt_mods_00037949
https://www.db-thueringen.de/servlets/MCRFileNodeServlet/dbt_derivate_00044071/Schratz_R2.1_ICEI2018.pdf

المؤلفون: Stiller, Stefan

المساهمون: Stolzenburg, Frieder

مصطلحات موضوعية: deep learning, precision agriculture, crop yield, explainable artificial intelligence, spatial cross validation, self-supervised learning

وصف الملف: application/pdf

Relation: DC@KI2023: Proceedings of Doctoral Consortium at KI 2023; https://dl.gi.de/handle/20.500.12116/42397

الاتاحة: https://dl.gi.de/handle/20.500.12116/42397
https://hdl.handle.net/20.500.12116/42397
https://doi.org/10.18420/ki2023-dc-09

المؤلفون: Simon Couch, David Allen, Albert Y. Kim

المصدر: Ecology and Evolution, Vol 11, Iss 22, Pp 15556-15572 (2021)
Ecology and Evolution

مصطلحات موضوعية: Measure (data warehouse), Data collection, Geospatial analysis, Ecology, Computer science, interspecific competition, Simple Features, tree growth, computer.software_genre, Plot (graphics), Visualization, Disk formatting, spatial cross‐validation, Data mining, neighborhood competition, Bayesian linear regression, forest ecology, computer, ForestGEO, Ecology, Evolution, Behavior and Systematics, Research Articles, QH540-549.5, Nature and Landscape Conservation, Research Article

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::28426a57654bdc7a3a640059cba324df
https://doaj.org/article/4f8ef6528ec84e5982ea8c737c635853

المؤلفون: Musang Yoo, Hyeongmo Koo

مصطلحات موضوعية: Other engineering not elsewhere classified, spatial autocorrelation, cross-validation, spatial cross-validation

Relation: https://figshare.com/articles/dataset/Code_Data/23758446

الاتاحة: https://doi.org/10.6084/m9.figshare.23758446.v3
https://figshare.com/articles/dataset/Code_Data/23758446

المؤلفون: Bo Sun, Derek Robinson

المصدر: Land; Volume 7; Issue 4; Pages: 144

مصطلحات موضوعية: land-use change model, Markov chain, logistic regression, generalized additive model, survival analysis, spatial cross validation

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: https://dx.doi.org/10.3390/land7040144

الاتاحة: https://doi.org/10.3390/land7040144