Laboratory of Geo-information Science and Remote Sensing

Research Output 1976 2020

2020

Dynamic path-dependent landslide susceptibility modelling

Samia, J., Temme, A., Bregt, A., Wallinga, J., Guzzetti, F. & Ardizzone, F., 22 Jan 2020, In : Natural Hazards and Earth System Sciences. 20, 1, p. 271-285

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
landslide
modeling
pixel

Identifying and Quantifying the Abundance of Economically Important Palms in Tropical Moist Forest Using UAV Imagery

Tagle Casapia, X., Falen, L., Bartholomeus, H., Cárdenas, R., Flores, G., Herold, M., Honorio Coronado, E. N. & Baker, T. R., 2020, In : Remote Sensing. 12, 1, 26 p., 9.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
tropical forest
imagery
nontimber forest product
image processing
rainforest
Open Access
Reforestation
Image resolution
Availability
Earth (planet)
Experiments
Open Access
Wetlands
wetland
vegetation type
Africa
Surface waters

Multi-level socioecological drivers of agrarian change: Longitudinal evidence from mixed rice-livestock-aquaculture farming systems of Bangladesh

Aravindakshan, S., Krupnik, T. J., Groot, J. C. J., Speelman, E. N., Amjath- Babu, T. S. & Tittonell, P., Jan 2020, In : Agricultural Systems. 177, 102695.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Bangladesh
aquaculture
livestock
farming systems
rice

Operationalizing the concept of robustness of nitrogen networks in mixed smallholder systems: A pilot study in the mid-hills and lowlands of Nepal

Alomia-Hinojosa, V., Groot, J. C. J., Speelman, E. N., Bettinelli, C., Mcdonald, A. J., Alvarez, S. & Tittonell, P., Mar 2020, In : Ecological Indicators. 110, 105883.

Research output: Contribution to journalArticleAcademicpeer-review

smallholder
Nepal
lowlands
farm
nitrogen
Open Access
2019

21e-eeuwse geo-vaardigheden: Column

Bregt, A. K., 2019, In : Geo-Info. 16, 2, p. 44-44

Research output: Contribution to journalArticleProfessional

Open Access
2 Citations (Scopus)

A Comprehensive Study of the Potential Application of Flying Ethylene-Sensitive Sensors for Ripeness Detection in Apple Orchards

Valente, J., Almeida, R. & Kooistra, L., 17 Jan 2019, In : Sensors (Basel, Switzerland). 19, 2, 372.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
orchards
Orchards
Malus
Ethylene
ethylene

Adaptive Compression-based Lifelong Learning

Srivastava, S., Berman, M., Blaschko, M. B. & Tuia, D., 2019, Proceedings of the British Machine Vision Conference (BMVC). p. 1-13

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
Open Access
laser
sensor
transmittance
canopy
leaf area index

Agent based modelling to support policies on shrimp farming and mangrove in the Vietnamese Mekkong Delta

Hiep, T. Q., Van Pham Dang, T., Ligtenberg, A., Bosma, R. H., Tran Thi Phung, H. & Bregt, A. K., 12 Apr 2019, Book of abstracts of the 12th Asian Fisheries & Aquaculture Forum (AFAF): Transforming Asian Fisheries and Aquaculture for Sustainable Production and Nutrition. p. 322 1 p.

Research output: Chapter in Book/Report/Conference proceedingAbstract

mangrove
ecology
nongovernmental organization
modeling
coastal zone
1 Citation (Scopus)

An architectural understanding of natural sway frequencies in trees

Jackson, T., Shenkin, A., Moore, J., Bunce, A., Van Emmerik, T., Kane, B., Burcham, D., James, K., Selker, J., Calders, K., Origo, N., Disney, M., Burt, A., Wilkes, P., Raumonen, P., Gonzalez De Tanago Menaca, J., Lau, A., Herold, M., Goodman, R. C., Fourcaud, T. & 1 others, Malhi, Y., 5 Jun 2019, In : Journal of the Royal Society Interface. 16, 155, 9 p., 20190116.

Research output: Contribution to journalArticleAcademicpeer-review

Natural frequencies
Cantilever beams
Coniferophyta
Damping
Ecology

Applying Cascade-Correlation Neural Networks to In-Fill Gaps in Mediterranean Daily Flow Data Series

Vega-Garcia, C., Decuyper, M. & Alcázar, J., 15 Aug 2019, In : Water. 11, 8, 12 p., 1691.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Water Resources
Weather
infill
neural network
neural networks

Author Correction: Climatic controls of decomposition drive the global biogeography of forest-tree symbioses

28 Jun 2019, In : Nature. 571, 7765, E8.

Research output: Contribution to journalComment/Letter to the editorAcademic

Symbiosis
Equipment and Supplies
Databases
Forestry
Ecology

Automatic apple tree blossom estimation from uav rgb imagery

Tubau Comas, A., Valente, J. & Kooistra, L., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 631-635 5 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-2/W13).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
Orchards
imagery
Fruits
Pixels
flowering

Best practices to train deep models on imbalanced datasets—a case study on animal detection in aerial imagery

Kellenberger, B., Marcos, D. & Tuia, D., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 630-634 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Best Practice
Curricula
Recommendations
Animals
Antennas
13 Citations (Scopus)

Biodiversity recovery of Neotropical secondary forests

Rozendaal, D. M. A., Bongers, F., Aide, T. M., Alvarez-Dávila, E., Ascarrunz, N., Balvanera, P., Becknell, J. M., Bentos, T. V., Brancalion, P. H. S., Cabral, G. A. L., Calvo-Rodriguez, S., Chave, J., César, R. G., Chazdon, R. L., Condit, R., Dallinga, J. S., De Almeida-Cortez, J. S., de Jong, B., De Oliveira, A., Denslow, J. S. & 66 others, Dent, D. H., Dewalt, S. J., Dupuy, J. M., Durán, S. M., Dutrieux, L. P., Espírito-Santo, M. M., Fandino, M. C., Fernandes, G. W., Finegan, B., García, H., Gonzalez, N., Moser, V. G., Hall, J. S., Hernández-Stefanoni, J. L., Hubbell, S., Jakovac, C. C., Hernández, A. J., Junqueira, A. B., Kennard, D., Larpin, D., Letcher, S. G., Licona, J-C., Lebrija-trejos, E., Marín-Spiotta, E., Martínez-Ramos, M., Massoca, P. E. S., Meave, J. A., Mesquita, R. C. G., Mora, F., Müller, S. C., Muñoz, R., De Oliveira Neto, S. N., Norden, N., Nunes, Y. R. F., Ochoa-Gaona, S., Ortiz-Malavassi, E., Ostertag, R., Peña-Caros, M., Pérez-García, E. A., Piotto, D., Powers, J. S., Aguilar-Cano, J., Rodriguez-Buritica, S., Rodríguez-Velázquez, J., Romero-Romero, M. A., Ruíz, J., Sanchez-Azofeifa, A., De Almeida, A. S., Silver, W. L., Schwartz, N. B., Thomas, W. W., Toledo, M., Uriarte, M., De Sá Sampaio, E. V., van Breugel, M., van der Wal, H., Martins, S. V., Veloso, M. D. M., Vester, H. F. M., Vicentini, A., Vieira, I. C. G., Villa, P., Williamson, G. B., Zanini, K. J., Zimmerman, J. & Poorter, L., 6 Mar 2019, In : Science Advances. 5, 3, 10 p., eaau3114.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
secondary forest
old-growth forest
biodiversity
species richness
secondary succession

Can you trust the numbers?

Bos, A., 2019

Research output: Non-textual formWeb publication/siteAcademic

Open Access
1 Citation (Scopus)

Change detection between digital surface models from airborne laser scanning and dense matching using convolutional neural networks

Zhang, Z., Vosselman, G., Gerke, M., Persello, C., Tuia, D. & Yang, M. Y., 29 May 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 453-460 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2/W5).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
airborne lasers
change detection
raster
laser
Neural networks
Open Access
Open Access
games
mangrove
shrimp
farmer
farmers

Climate change, reforestation/afforestation, and urbanization impacts on evapotranspiration and streamflow in Europe

Teuling, A. J., De Badts, E. A. G., Jansen, F. A., Fuchs, R., Buitink, J., Hoek Van Dijke, A. J. & Sterling, S. M., 9 Sep 2019, In : Hydrology and Earth System Sciences. 23, 9, p. 3631-3652 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
reforestation
afforestation
streamflow
evapotranspiration
urbanization
18 Citations (Scopus)

Climatic controls of decomposition drive the global biogeography of forest-tree symbioses

Steidinger, B. S., Crowther, T. W., Liang, J., Van Nuland, M. E., Werner, G. D. A., Reich, P. B., Nabuurs, G., de-Miguel, S., Zhou, M., Picard, N., Herault, B., Zhao, X., Zhang, C., Routh, D., Peay, K. G., Herold, M., Decuyper, M., Avitabile, V., DeVries, B. R., Hengeveld, G. M. & 3 others, Poorter, L., Schelhaas, M. & Bongers, F., 15 May 2019, In : Nature. 569, 7756, p. 404-408

Research output: Contribution to journalLetterAcademicpeer-review

symbiosis
biogeography
decomposition
climate
biome

Co-design agricultural systems combining gaming and backcasting methods in smallholder coffee agroforestry systems

Andreotti, F., Speelman, E. N., Van den Meersche, K. & Allinne, C., 2019, Book of Abstracts: 4th World Congress on Agroforestry 20-22 May 2019: Le Corum - Montpellier, France. p. 606-606

Research output: Chapter in Book/Report/Conference proceedingAbstract

Comparison of data driven mastitis detection methods

Jensen, D., van der Voort, M., Kamphuis, C., Athanasiadis, I. N., de Vries, A. & Hogeveen, H., Aug 2019, Precision Livestock Farming '19. p. 626-632

Research output: Chapter in Book/Report/Conference proceedingConference paper

4 Citations (Scopus)

Conceptualizing Serious Games as a Learning-Based Intervention in the Context of Natural Resources and Environmental Governance

Rodela, R., Ligtenberg, A. & Bosma, R., 31 Jan 2019, In : Water. 11, 2, 245.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
environmental governance
Natural resources
social learning
natural resources
natural resource

Conflicting Demands on the Natural Resources in Northern Sweden: A Participatory Scenario Development Study

Accastello, C., Bieniasz, A., Blaško, R., Lula, M., Pszenny, D., Sallustio, L., Šimunović, N., Vošvrdová, N. & Speelman, E. N., 31 Oct 2019, In : Journal of environmental assessment policy and management. 21, 3, 1950017.

Research output: Contribution to journalArticleAcademicpeer-review

natural resources
Sweden
natural resource
scenario
participatory approach
Open Access
biosphere
atmosphere
net ecosystem production
climate
vegetation
1 Citation (Scopus)
resource
reciprocity
cooperative behavior
ecosystem services
cooperatives
2 Citations (Scopus)

Correcting rural building annotations in OpenStreetMap using convolutional neural networks

Vargas-Muñoz, J. E., Lobry, S., Falcão, A. X. & Tuia, D., Jan 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 147, p. 283-293

Research output: Contribution to journalArticleAcademicpeer-review

annotations
Neural networks
action plan
imagery
methodology
8 Citations (Scopus)

Cultivation and functional characterization of 79 planctomycetes uncovers their unique biology

Wiegand, S., Jogler, M., Boedeker, C., Pinto, D., Vollmers, J., Rivas-Marín, E., Kohn, T., Peeters, S. H., Heuer, A., Rast, P., Oberbeckmann, S., Bunk, B., Jeske, O., Meyerdierks, A., Storesund, J. E., Kallscheuer, N., Lücker, S., Lage, O. M., Pohl, T., Merkel, B. J. & 17 others, Hornburger, P., Müller, R. W., Brümmer, F., Labrenz, M., Spormann, A. M., Op den Camp, H. J. M., Overmann, J., Amann, R., Jetten, M. S. M., Mascher, T., Medema, M. H., Devos, D. P., Kaster, A. K., Øvreås, L., Rohde, M., Galperin, M. Y. & Jogler, C., 18 Nov 2019, In : Nature Microbiology. 5, p. 126-140

Research output: Contribution to journalArticleAcademicpeer-review

Cell Division
Ecosystem
Genome
Research
Pharmaceutical Preparations

Deep learning models to count buildings in high-resolution overhead images

Lobry, S. & Tuia, D., 22 Aug 2019, 2019 Joint Urban Remote Sensing Event, JURSE 2019. Institute of Electrical and Electronics Engineers Inc., 8809058. (Joint Urban Remote Sensing Event (JURSE)).

Research output: Chapter in Book/Report/Conference proceedingConference paper

learning
building
counting
high resolution
outlier

Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data

Zhang, Z., Vosselman, G., Gerke, M., Persello, C., Tuia, D. & Yang, M. Y., 18 Oct 2019, In : Remote Sensing. 11, 20, 17 p., 2417.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
laser
urban planning
remote sensing
monitoring
experiment

Detecting Rumex Obtusifolius weed plants in grasslands from UAV RGB imagery using deep learning

Valente, J., Doldersum, M., Roers, C. & Kooistra, L., 29 May 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 179-185 7 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2/W5).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
grasslands
Unmanned aerial vehicles (UAV)
nature conservation
imagery
learning

Does the Normalized Difference Vegetation Index explain spatial and temporal variability in sap velocity in temperate forest ecosystems?

Hoek Van Dijke, A. J., Mallick, K., Teuling, A. J., Schlerf, M., Machwitz, M., Hassler, S. K., Blume, T. & Herold, M., 25 Apr 2019, In : Hydrology and Earth System Sciences. 23, 4, p. 2077-2091

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
temperate forest
NDVI
forest ecosystem
transpiration
vegetation index

Droughts, livelihoods, and human migration in northern Ethiopia

Hermans, K. & Garbe, L., Apr 2019, In : Regional Environmental Change. 19, 4, p. 1101-1111

Research output: Contribution to journalArticleAcademicpeer-review

drought
household survey
human migration
livelihood
subsistence

Duurzame palmolie door ontbossingsalerts

Reiche, J., 6 Dec 2019

Research output: Non-textual formWeb publication/siteProfessional

Open Access

Emerging technologies for biodiversity assessment of changing tropical forests

Mulatu, K. A., 2019, Wageningen: Wageningen University. 155 p.

Research output: Thesisinternal PhD, WU

Open Access
tropical forest
biodiversity
remote sensing
disturbance
in situ measurement

Enhancing approaches for large area tropical forest change monitoring using time-series satellite data

Rosca, L., Verbesselt, J., Gieseke, F., Oancea, C., Herold, M. & Lindquist, E., 2019.

Research output: Contribution to conferencePosterAcademic

Open Access

Estimating aboveground net biomass change for tropical and subtropical forests: refinement of IPCC default rates using forest plot data

Requena Suarez, D., Rozendaal, D. M. A., De Sy, V., Phillips, O. L., Alvarez‐Dávila, E., Anderson‐teixeira, K., Araujo‐murakami, A., Arroyo, L., Baker, T. R., Bongers, F., Brienen, R. J. W., Carter, S., Cook‐Patton, S. C., Feldpausch, T. R., Griscom, B. W., Harris, N., Hérault, B., Honorio Coronado, E. N., Leavitt, S. M., Lewis, S. L. & 14 others, Marimon, B. S., Monteagudo Mendoza, A., N'dja, J. K., N'guessan, A. E., Poorter, L., Qie, L., Rutishauser, E., Sist, P., Sonké, B., Sullivan, M. J. P., Vilanova, E., Wang, M. M. H., Martius, C. & Herold, M., Nov 2019, In : Global Change Biology. 25, 11, p. 3609-3624

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Greenhouse gases
secondary forest
Biomass
biomass
Tropics
2 Citations (Scopus)

Estimating architecture-based metabolic scaling exponents of tropical trees using terrestrial LiDAR and 3D modelling

Lau, A., Martius, C., Bartholomeus, H., Shenkin, A., Jackson, T., Malhi, Y., Herold, M. & Bentley, L. P., 1 May 2019, In : Forest Ecology and Management. 439, p. 132-145

Research output: Contribution to journalArticleAcademicpeer-review

modeling
Guyana
tropical forests
tropical forest
branching
1 Citation (Scopus)

Experimental design of a mobile landing platform to Assist Aerial Surveys in fluvial environments

Borreguero, D., Velasco, O. & Valente, J., 2019, In : Applied Sciences (Switzerland). 9, 1, 38.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
pilotless aircraft
landing
Unmanned aerial vehicles (UAV)
Landing
Design of experiments
Open Access
vegetation structure
aerial photograph
cost
vegetation
spectral reflectance

External shocks, agent interactions, and endogenous feedbacks — Investigating system resilience with a stylized land use model

Chen, Y., Bakker, M. M., Ligtenberg, A. & Bregt, A. K., Dec 2019, In : Ecological Complexity. 40, B, 100765.

Research output: Contribution to journalArticleAcademicpeer-review

land use
disturbance
agglomeration
economics
crop yield

Fast Classification of Large Germinated Fields Via High-Resolution UAV Imagery

Valente, J., Kooistra, L. & Mücher, S., Oct 2019, In : IEEE Robotics and Automation Letters. 4, 4, p. 3216-3223 8755475.

Research output: Contribution to journalArticleAcademicpeer-review

Unmanned aerial vehicles (UAV)
Crops
Patch
High Resolution
Segmentation
4 Citations (Scopus)
Open Access
disease severity
potato
disease incidence
imagery
crop