المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/journal_contribution/Abundance_prediction_with_population_dynamics_models_and_supplementary_figures_and_tables_/17131268

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.s001

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/figure/Prediction_errors_with_a_two-step_Random_Forest_Regressor_/17131274

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.g002

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/figure/Prediction_errors_by_individuals_/17131280

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.g004

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/figure/Prediction_errors_by_species_using_a_two-step_Random_Forest_Regressor_/17131277

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.g003

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/figure/Species_abundances_/17131271

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.g001

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/dataset/Prediction_errors_for_spatial_application_/17131286

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.t002

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/dataset/Prediction_errors_splitting_by_year_and_using_Random_Forest_/17131289

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.t003

المؤلفون: Icíar Civantos-Gómez (11798072), Javier García-Algarra (11798075), David García-Callejas (8140029), Javier Galeano (3320304), Oscar Godoy (2927277), Ignasi Bartomeus (3177324)

مصطلحات موضوعية: Ecology, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, +prediction%22">xlink "> prediction, second step uses, particular soil conditions, first step predicts, equally important role, classic modelling approaches, capture enough variability, species intrinsic performance, species interactions play, scale species composition, affect species performance, driven modeling approach, scale species abundances, fine scale prediction, adding missing variables, recently developed data, curated data set, improve mechanistic models, species competition, driven models, realized abundances, mechanistic understanding, predicting fine, predict fine, measure variables, abiotic variables, robust models

Relation: https://figshare.com/articles/dataset/Feature_importance_for_the_Random_Forest_model_with_the_ABIOTIC_set_of_variables_/17131283

الاتاحة: https://doi.org/10.1371/journal.pcbi.1008906.t001