المؤلفون: Michael C. Tross, Marcin W. Grzybowski, Talukder Z. Jubery, Ryleigh J. Grove, Aime V. Nishimwe, Vladimir Torres, Guangchao Sun, Baskar Ganapathysubramanian, Yufeng Ge, James C. Schnable

مصطلحات موضوعية: Plant biology not elsewhere classified, hyperspectral reflectance data, molecular trait, autoencoder <

Relation: https://figshare.com/articles/dataset/Hyperspectral_reflectance_data_molecular_and_weights_for_trained_model/24808491

الاتاحة: https://doi.org/10.6084/m9.figshare.24808491.v1
https://figshare.com/articles/dataset/Hyperspectral_reflectance_data_molecular_and_weights_for_trained_model/24808491

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Data_of_Fig_1_/16568162

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.s001

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Data_of_Fig_5_/16568165

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.s002

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Values_of_40SIs_in_classes_0_4_/16568168

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.s003

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Hyperspectral_data_used_in_this_study_/16568171

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.s004

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/figure/Representative_images_of_soybean_cultivation_and_inoculation_/16568174

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.g001

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/figure/Original_and_processed_images_and_the_proportion_of_FLS_areas_and_classification_results_/16568180

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.g003

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/figure/Flowchart_of_data_processing_and_analyses_methods_used_in_this_study_/16568177

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.g002

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/figure/Principle_components_with_their_eigenvalues_/16568186

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.g005

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Eigenvalues_and_cumulative_contribution_rates_of_effective_PCs_/16568201

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t002

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/The_14_datasets_used_to_build_SVM_and_LS-SVM_classification_models_of_FLS_/16568207

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t004

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/figure/Performance_comparison_of_SVM_and_LS-SVM_classifiers_/16568195

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.g008

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Five_PCs_and_their_component_SIs_ranking_from_1_to_20_/16568204

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t003

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Number_of_total_samples_training_set_and_testing_set_in_five_classes_/16568210

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t005

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Overall_and_individual_class_classification_accuracies_of_LS-SVM_models_with_different_datasets_/16568216

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t007

المؤلفون: Shuang Liu (8449), Haiye Yu (5923136), Yuanyuan Sui (2586637), Haigen Zhou (11383826), Junhe Zhang (3432461), Lijuan Kong (9411483), Jingmin Dang (11383829), Lei Zhang (38117)

مصطلحات موضوعية: Genetics, Biotechnology, Ecology, Cancer, Plant Biology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, three single methods, support vector machine, si combined method, si combination model, relevant information pertaining, namely spectral index, higher weight coefficient, dimensionality reduction methods, models developed using, models &# 8217, effective principal components, selected using cars, cars ), along, hyperspectral reflectance data, ds1 &# 8211, 26 effective pcs, five classes based, hyperspectral data, effective pcs, pcs ), individual classes

Relation: https://figshare.com/articles/dataset/Overall_and_individual_class_classification_accuracies_of_SVM_models_with_different_datasets_/16568213

الاتاحة: https://doi.org/10.1371/journal.pone.0257008.t006

المؤلفون: Yu Li, Yuanzhi Zhang, Hongtao Duan, X. San Liang, Hongsheng Zhang, Martti Hallikainen

المصدر: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 11(4):1325-1336

مصطلحات موضوعية: Synthetic aperture radar, Atmospheric Science, 010504 meteorology & atmospheric sciences, 0211 other engineering and technologies, Polarimetry, ta1171, turbid waters, hyperspectral reflectance data, macromolecular substances, 02 engineering and technology, 01 natural sciences, law.invention, Data modeling, Chlorophyll-a estimation, law, polycyclic compounds, Computers in Earth Sciences, Radar, 021101 geological & geomatics engineering, 0105 earth and related environmental sciences, Remote sensing, polarimetric SAR, fungi, food and beverages, Hyperspectral imaging, Optical polarization, Multilayer perceptron, Environmental science, Spatial variability

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::863b0562a7777037935100580d7305bd
http://juuli.fi/Record/0333227718

المؤلفون: Hamid muhammed, H.

المصدر: 31st Applied Imagery Pattern Recognition Worshop (AIPR 2002), Washington DC, USA..

مصطلحات موضوعية: Hyperspectral Reflectance Data, Nearest neighbour classifier, Normalisation, Leaf damage, Diseased plants., TECHNOLOGY, Information technology, Image analysis, TEKNIKVETENSKAP, Informationsteknik, Bildanalys

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-42447