Publications

2024

Prompt-guided and multimodal landscape scenicness assessments with vision-language models

A. Levering; D. Marcos; N. Jacobs; D. Tuia 

PLOS ONE. 2024. Vol. 19, num. 9. DOI : 10.1371/journal.pone.0307083.

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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

D. Tuia; K. Schindler; B. Demir; X. X. Zhu; M. Kochupillai et al. 

IEEE Geoscience and Remote Sensing Magazine. 2024.  p. 2 – 25. DOI : 10.1109/MGRS.2024.3425961.

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Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action

K. Gligoric; R. Zbinden; A. Chiolero; E. Kiciman; R. W. White et al. 

Frontiers In Nutrition. 2024. Vol. 11, p. 1231070. DOI : 10.3389/fnut.2024.1231070.

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Mapping drivers of tropical forest loss with satellite image time series and machine learning

J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al. 

Environmental Research Letters. 2024. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.

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Regional uniqueness of tree species composition and response to forest loss and climate change

N. M. A. Van Tiel; F. Fopp; P. Brun; J. van den Hoogen; D. N. Karger et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 4375. DOI : 10.1038/s41467-024-48276-3.

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WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

V. A. G. Gabeff; M. Russwurm; D. Tuia; A. Mathis 

International Journal Of Computer Vision. 2024. DOI : 10.1007/s11263-024-02026-6.

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Fungal community composition predicts forest carbon storage at a continental scale

M. A. Anthony; L. Tedersoo; B. De Vos; L. Croise; H. Meesenburg et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 2385. DOI : 10.1038/s41467-024-46792-w.

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Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia 

Remote Sensing Of Environment. 2024. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.

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Scalable semantic 3D mapping of coral reefs with deep learning

J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia 

Methods In Ecology And Evolution. 2024. DOI : 10.1111/2041-210X.14307.

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al. 

Geophysical Research Letters. 2024. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.

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2024

Prompt-guided and multimodal landscape scenicness assessments with vision-language models

A. Levering; D. Marcos; N. Jacobs; D. Tuia 

PLOS ONE. 2024. Vol. 19, num. 9. DOI : 10.1371/journal.pone.0307083.

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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

D. Tuia; K. Schindler; B. Demir; X. X. Zhu; M. Kochupillai et al. 

IEEE Geoscience and Remote Sensing Magazine. 2024.  p. 2 – 25. DOI : 10.1109/MGRS.2024.3425961.

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Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action

K. Gligoric; R. Zbinden; A. Chiolero; E. Kiciman; R. W. White et al. 

Frontiers In Nutrition. 2024. Vol. 11, p. 1231070. DOI : 10.3389/fnut.2024.1231070.

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Mapping drivers of tropical forest loss with satellite image time series and machine learning

J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al. 

Environmental Research Letters. 2024. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.

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Regional uniqueness of tree species composition and response to forest loss and climate change

N. M. A. Van Tiel; F. Fopp; P. Brun; J. van den Hoogen; D. N. Karger et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 4375. DOI : 10.1038/s41467-024-48276-3.

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WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

V. A. G. Gabeff; M. Russwurm; D. Tuia; A. Mathis 

International Journal Of Computer Vision. 2024. DOI : 10.1007/s11263-024-02026-6.

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Fungal community composition predicts forest carbon storage at a continental scale

M. A. Anthony; L. Tedersoo; B. De Vos; L. Croise; H. Meesenburg et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 2385. DOI : 10.1038/s41467-024-46792-w.

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Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia 

Remote Sensing Of Environment. 2024. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.

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Scalable semantic 3D mapping of coral reefs with deep learning

J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia 

Methods In Ecology And Evolution. 2024. DOI : 10.1111/2041-210X.14307.

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al. 

Geophysical Research Letters. 2024. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.

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2024

Prompt-guided and multimodal landscape scenicness assessments with vision-language models

A. Levering; D. Marcos; N. Jacobs; D. Tuia 

PLOS ONE. 2024. Vol. 19, num. 9. DOI : 10.1371/journal.pone.0307083.

Detailed record

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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

D. Tuia; K. Schindler; B. Demir; X. X. Zhu; M. Kochupillai et al. 

IEEE Geoscience and Remote Sensing Magazine. 2024.  p. 2 – 25. DOI : 10.1109/MGRS.2024.3425961.

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Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action

K. Gligoric; R. Zbinden; A. Chiolero; E. Kiciman; R. W. White et al. 

Frontiers In Nutrition. 2024. Vol. 11, p. 1231070. DOI : 10.3389/fnut.2024.1231070.

Detailed record

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Mapping drivers of tropical forest loss with satellite image time series and machine learning

J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al. 

Environmental Research Letters. 2024. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.

Detailed record

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Regional uniqueness of tree species composition and response to forest loss and climate change

N. M. A. Van Tiel; F. Fopp; P. Brun; J. van den Hoogen; D. N. Karger et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 4375. DOI : 10.1038/s41467-024-48276-3.

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WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

V. A. G. Gabeff; M. Russwurm; D. Tuia; A. Mathis 

International Journal Of Computer Vision. 2024. DOI : 10.1007/s11263-024-02026-6.

Detailed record

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Fungal community composition predicts forest carbon storage at a continental scale

M. A. Anthony; L. Tedersoo; B. De Vos; L. Croise; H. Meesenburg et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 2385. DOI : 10.1038/s41467-024-46792-w.

Detailed record

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Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia 

Remote Sensing Of Environment. 2024. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.

Detailed record

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Scalable semantic 3D mapping of coral reefs with deep learning

J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia 

Methods In Ecology And Evolution. 2024. DOI : 10.1111/2041-210X.14307.

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al. 

Geophysical Research Letters. 2024. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.

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2024

Prompt-guided and multimodal landscape scenicness assessments with vision-language models

A. Levering; D. Marcos; N. Jacobs; D. Tuia 

PLOS ONE. 2024. Vol. 19, num. 9. DOI : 10.1371/journal.pone.0307083.

Detailed record

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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

D. Tuia; K. Schindler; B. Demir; X. X. Zhu; M. Kochupillai et al. 

IEEE Geoscience and Remote Sensing Magazine. 2024.  p. 2 – 25. DOI : 10.1109/MGRS.2024.3425961.

Detailed record

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Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action

K. Gligoric; R. Zbinden; A. Chiolero; E. Kiciman; R. W. White et al. 

Frontiers In Nutrition. 2024. Vol. 11, p. 1231070. DOI : 10.3389/fnut.2024.1231070.

Detailed record

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Mapping drivers of tropical forest loss with satellite image time series and machine learning

J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al. 

Environmental Research Letters. 2024. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.

Detailed record

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Regional uniqueness of tree species composition and response to forest loss and climate change

N. M. A. Van Tiel; F. Fopp; P. Brun; J. van den Hoogen; D. N. Karger et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 4375. DOI : 10.1038/s41467-024-48276-3.

Detailed record

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WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

V. A. G. Gabeff; M. Russwurm; D. Tuia; A. Mathis 

International Journal Of Computer Vision. 2024. DOI : 10.1007/s11263-024-02026-6.

Detailed record

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Fungal community composition predicts forest carbon storage at a continental scale

M. A. Anthony; L. Tedersoo; B. De Vos; L. Croise; H. Meesenburg et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 2385. DOI : 10.1038/s41467-024-46792-w.

Detailed record

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Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia 

Remote Sensing Of Environment. 2024. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.

Detailed record

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Scalable semantic 3D mapping of coral reefs with deep learning

J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia 

Methods In Ecology And Evolution. 2024. DOI : 10.1111/2041-210X.14307.

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al. 

Geophysical Research Letters. 2024. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.

Detailed record

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2024

Prompt-guided and multimodal landscape scenicness assessments with vision-language models

A. Levering; D. Marcos; N. Jacobs; D. Tuia 

PLOS ONE. 2024. Vol. 19, num. 9. DOI : 10.1371/journal.pone.0307083.

Detailed record

View at publisher

Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

D. Tuia; K. Schindler; B. Demir; X. X. Zhu; M. Kochupillai et al. 

IEEE Geoscience and Remote Sensing Magazine. 2024.  p. 2 – 25. DOI : 10.1109/MGRS.2024.3425961.

Detailed record

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Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action

K. Gligoric; R. Zbinden; A. Chiolero; E. Kiciman; R. W. White et al. 

Frontiers In Nutrition. 2024. Vol. 11, p. 1231070. DOI : 10.3389/fnut.2024.1231070.

Detailed record

View at publisher

Mapping drivers of tropical forest loss with satellite image time series and machine learning

J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al. 

Environmental Research Letters. 2024. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.

Detailed record

View at publisher

Regional uniqueness of tree species composition and response to forest loss and climate change

N. M. A. Van Tiel; F. Fopp; P. Brun; J. van den Hoogen; D. N. Karger et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 4375. DOI : 10.1038/s41467-024-48276-3.

Detailed record

View at publisher

WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

V. A. G. Gabeff; M. Russwurm; D. Tuia; A. Mathis 

International Journal Of Computer Vision. 2024. DOI : 10.1007/s11263-024-02026-6.

Detailed record

View at publisher

Fungal community composition predicts forest carbon storage at a continental scale

M. A. Anthony; L. Tedersoo; B. De Vos; L. Croise; H. Meesenburg et al. 

Nature Communications. 2024. Vol. 15, num. 1, p. 2385. DOI : 10.1038/s41467-024-46792-w.

Detailed record

View at publisher

Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia 

Remote Sensing Of Environment. 2024. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.

Detailed record

View at publisher

Scalable semantic 3D mapping of coral reefs with deep learning

J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia 

Methods In Ecology And Evolution. 2024. DOI : 10.1111/2041-210X.14307.

Detailed record

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al. 

Geophysical Research Letters. 2024. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.

Detailed record

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