Benjamin Kellenberger - Publications, H-index & Citations

Benjamin Kellenberger

yale university

17H指数

69论文数

2.6K被引数

收录论文 14

发表时间

Multi-scale neural networks enhance species distribution modelling across predictors and taxonomic groups 多尺度神经网络在预测因子和分类群之间增强物种分布建模

Ecological Informatics

IF7.3

2026-05-16

OAAI

Nina van Tiel; Robin Zbinden; Chiara Vanalli; Benjamin Kellenberger; Loïc Pellissier; Devis Tuia

The Performance and Potential of Deep Learning for Predicting Species Distributions 深度学习在预测物种分布方面的性能与潜力

Global Ecology and Biogeography

IF6

2026-01-01

OAAI

Kellenberger, Benjamin; Winner, Kevin; Jetz, Walter

MaskSDM with Shapley values to improve flexibility, robustness and explainability in species distribution modelling MaskSDM结合Shapley值以提高物种分布建模中的灵活性、鲁棒性和可解释性

Methods in Ecology and Evolution

IF6.2

2025-11-26

OAAI

Robin Zbinden; Nina van Tiel; Gencer Sumbul; Chiara Vanalli; Benjamin Kellenberger; Devis Tuia

How to minimize the annotation effort in aerial wildlife surveys 如何最小化航空野生动物调查中的标注工作量

Ecological Informatics

IF7.3

2025-08-19

OAAI

Giacomo May; Emanuele Dalsasso; Alexandre Delplanque; Benjamin Kellenberger; Devis Tuia

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning

ECOLOGICAL INFORMATICS

IF7.3

2024-07-01

OAAI

Zbinden, Robin; van Tiel, Nina; Kellenberger, Benjamin; Hughes, Lloyd; Tuia, Devis

Fine-grained population mapping from coarse census counts and open geodata

SCIENTIFIC REPORTS

IF3.9

2022-11-22

OAAI

Metzger, Nando; Vargas-Munoz, John E.; Daudt, Rodrigo C.; Kellenberger, Benjamin; Whelan, Thao Ton-That; Ofli, Ferda; Imran, Muhammad; Schindler, Konrad; Tuia, Devis

Mapping forest in the Swiss Alps treeline ecotone with explainable deep learning 通过可解释的深度学习映射瑞士阿尔卑斯山树线交错带的森林

REMOTE SENSING OF ENVIRONMENT

IF11.4

2022-11-01

OAAI

Nguyen, Thien-Anh; Kellenberger, Benjamin; Tuia, Devis

Perspectives in machine learning for wildlife conservation 机器学习对野生动物保护的展望

NATURE COMMUNICATIONS

IF15.7

2022-02-09

257

OAAI

Tuia, Devis; Kellenberger, Benjamin; Beery, Sara; Costelloe, Blair R.; Zuffi, Silvia; Risse, Benjamin; Mathis, Alexander; Mathis, Mackenzie W.; van Langevelde, Frank; Burghardt, Tilo; Kays, Roland; Klinck, Holger; Wikelski, Martin; Couzin, Iain D.; van Horn, Grant; Crofoot, Margaret C.; Stewart, Charles, V; Berger-Wolf, Tanya

Counting using deep learning regression gives value to ecological surveys

SCIENTIFIC REPORTS

IF3.9

2021-12-01

OAAI

Hoekendijk, Jeroen P. A.; Kellenberger, Benjamin; Aarts, Geert; Brasseur, Sophie; Poiesz, Suzanne S. H.; Tuia, Devis

21 000 birds in 4.5 h: efficient large-scale seabird detection with machine learning

REMOTE SENSING IN ECOLOGY AND CONSERVATION

IF4.3

2021-03-25