Laboratory of Geo-information Science and Remote Sensing

2024

ALOS-2 PALSAR-2 ScanSAR and Sentinel-1 data for timely tropical forest disturbance mapping: A case study for Sumatra, Indonesia

Balling, J., Slagter, B., van der Woude, S., Herold, M. & Reiche, J., Aug 2024, In: International Journal of applied Earth Observation and Geoinformation. 132, 103994.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

An aerial framework for Multi-View grape bunch detection and route Optimization using ACO

Ariza-Sentís, M., Vélez, S., Baja, H., Valenti, R. & Valente, J., 1 Jun 2024, In: Computers and Electronics in Agriculture. 221, 108972.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Analysis and Comparison of New-Born Calf Standing and Lying Time Based on Deep Learning

Zhang, W., Wang, Y., Guo, L., Falzon, G., Kwan, P., Jin, Z., Li, Y. & Wang, W., May 2024, In: Animals. 14, 9, 1324.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation

Robin, C., Benson, V., Requena-Mesa, C., Alonso, L., Poehls, J., Rußwurm, M., Carvalhais, N. & Reichstein, M., 11 Mar 2024.

Research output: Contribution to conference › Abstract

Open Access

An assessment of recent peat forest disturbances and their drivers in the Cuvette Centrale, Africa

Nesha, K., Herold, M., Reiche, J., Masolele, R. N., Hergoualc’h, K., Swails, E., Murdiyarso, D. & Ewango, C. E. N., Oct 2024, In: Environmental Research Letters. 19, 10, 104031.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Assessing Peru’s Land Monitoring System Contributions towards Fulfilment of Its International Environmental Commitments

Boza Espinoza, T. E., Salinas, N., Cosio, E. G., Tito, R., Nina-Quispe, A. & Roman-Cuesta, R. M., 8 Feb 2024, In: Land. 13, 2, 205.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Automated collection of facial temperatures in dairy cows via improved UNet

Shu, H., Wang, K., Guo, L., Bindelle, J. & Wang, W., 1 May 2024, In: Computers and Electronics in Agriculture. 220, 108614.

Research output: Contribution to journal › Article › Academic › peer-review

Beyond assimilation of leaf area index: Leveraging additional spectral information using machine learning for site-specific soybean yield prediction

Gaso, D., Paudel, D., de Wit, A., Puntel, L., Mullissa, A. & Kooistra, L., 1 May 2024, In: Agricultural and Forest Meteorology. 351, 110022.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Capacity and establishment rules govern the number of nonnative species in communities of ground-dwelling invertebrates

Kaspari, M., Weiser, M. D., Siler, C. D., Marshall, K. E., Smith, S. N., Stroh, K. M. & de Beurs, K. M., Mar 2024, In: Ecology and Evolution. 14, 3, e10856.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Code for land cover fraction mapping using Markov chains

Burger, R. & Masiliunas, D., 26 Jan 2024

Research output: Non-textual form › Software

Open Access

Comparative validation of recent 10 m-resolution global land cover maps

Xu, P., Tsendbazar, N. E., Herold, M., de Bruin, S., Koopmans, M., Birch, T., Carter, S., Fritz, S., Lesiv, M., Mazur, E., Pickens, A., Potapov, P., Stolle, F., Tyukavina, A., Van De Kerchove, R. & Zanaga, D., 1 Sept 2024, In: Remote Sensing of Environment. 311, 114316.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection

Ghorbanzadeh, O., Shahabi, H., Piralilou, S. T., Crivellari, A., Cue la Rosa, L. E., Atzberger, C., Li, J. & Ghamisi, P., 26 Aug 2024, In: IEEE Access. 12, p. 118453-118466 14 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Critical Assessment of Cocoa Classification with Limited Reference Data: A Study in Côte d’Ivoire and Ghana Using Sentinel-2 and Random Forest Model

Moraiti, N., Mullissa, A. G., Rahn, E., Sassen, M. & Reiche, J., 5 Feb 2024, In: Remote Sensing. 16, 3, 598 .

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Crop load estimation in orchards: the potential of single RGB images from unmanned aerial vehicles

Zhang, C., 28 Feb 2024, Wageningen: Wageningen University. 236 p.

Research output: Thesis › internal PhD, WU

Open Access

Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies

Chakhvashvili, E., Machwitz, M., Antala, M., Rozenstein, O., Prikaziuk, E., Schlerf, M., Naethe, P., Wan, Q., Komárek, J., Klouek, T., Wieneke, S., Siegmann, B., Kefauver, S., Kycko, M., Balde, H., Paz, V. S., Jimenez-Berni, J. A., Buddenbaum, H., Hänchen, L. & Wang, N. & 6 others, Weinman, A., Rastogi, A., Malachy, N., Buchaillot, M. L., Bendig, J. & Rascher, U., 11 Aug 2024, (E-pub ahead of print) In: Precision Agriculture.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Crustal structure of the Western Azuero Peninsula, Panama: Insights into the structure of accretionary complexes and forearc ophiolites

Ortiz-Guerrero, C., Montes, C., Farris, D. W., Agudelo, C., Ariza acero, M., Ayala, J., Avellaneda, J. D., Cortes-Calderon, A., Gaitan, E., Garzon, S., Gongora-Blanco, D., Jara, N. A., Meza-Cala, J. C., Perez-Angel, L., Pineda-Rodríguez, N., Rodriguez-Parra, A., Revelo-Obando, B., Rubiano, C., Stiles, E. & Urdaneta, M. P. & 4 others, Zuluaga, N., Lamus, F., Moreno, F. & Rincon, A., Jan 2024, In: International Geology Review. 66, 1, p. 172-195 24 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Data and information in a political forest: The case of REDD+

Brockhaus, M., De Sy, V., Di Gregorio, M., Herold, M., Wong, G. Y., Ochieng, R. & Angelsen, A., Aug 2024, In: Forest Policy and Economics. 165, 103251.

Research output: Contribution to journal › Article › Academic › peer-review

Deforestation triggered by artisanal mining in eastern Democratic Republic of the Congo

Ladewig, M., Angelsen, A., Masolele, R. N. & Chervier, C., 2 Sept 2024, (E-pub ahead of print) In: Nature Sustainability.

Research output: Contribution to journal › Article › Professional

Designing affective workplace environments: The impact of typology, contour, ceiling and partition height on cognitive and aesthetic appraisal

Gath-Morad, M., Egli, S., Grübel, J., Steemers, K., Hölscher, C. & Aguilar, L., 1 Nov 2024, In: Building and Environment. 265, 111928.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Detecting cognitive impairment through an age-friendly serious game: The development and usability of the spatial performance assessment for cognitive evaluation (SPACE)

Colombo, G., Minta, K., Grübel, J., Tai, W. L. E., Hölscher, C. & Schinazi, V. R., Nov 2024, In: Computers in Human Behavior. 160, 108349.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

DRMAT: A multivariate algorithm for detecting breakpoints in multispectral time series

Li, Y., Wulder, M. A., Zhu, Z., Verbesselt, J., Masiliūnas, D., Liu, Y., Bohrer, G., Cai, Y., Zhou, Y., Ding, Z. & Zhao, K., 15 Dec 2024, In: Remote Sensing of Environment. 315, 114402.

Research output: Contribution to journal › Article › Academic › peer-review

DTM resolution controls the accuracy of estimating surface runoff indicators in flat, lowland landscapes

Schaap, P., van der Velde, Y., de Louw, P. & Bartholomeus, H., May 2024, In: Hydrological Processes. 38, 5, e15173.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Ecosystem Resilience Monitoring and Early Warning Using Earth Observation Data: Challenges and Outlook

Bathiany, S., Bastiaansen, R., Bastos, A., Blaschke, L., Lever, J., Loriani, S., de Keersmaecker, W., Dorigo, W., Milenković, M., Senf, C., Smith, T., Verbesselt, J. & Boers, N., 3 May 2024, (E-pub ahead of print) In: Surveys in Geophysics.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Enhanced dendroprovenancing through high-resolution soil- and climate data

van Sluijs, M., de Bruin, S. & van der Sleen, P., Apr 2024, In: Dendrochronologia. 84, 126180.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Evaluating airborne, mobile and terrestrial laser scanning for urban tree inventories: A case study in Ghent, Belgium

D'hont, B., Calders, K., Bartholomeus, H., Lau, A., Terryn, L., Verhelst, T. E. & Verbeeck, H., Sept 2024, In: Urban Forestry and Urban Greening. 99, 128428.

Research output: Contribution to journal › Article › Academic › peer-review

Evaluating Phase Histograms for Remote Sensing of Forested Areas Using L-Band SAR: Theoretical Modeling and Experimental Results

Wu, C., Tebaldini, S., Manzoni, M., Brede, B., Yu, Y. & Liao, M., 9 Jul 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 4410317.

Research output: Contribution to journal › Article › Academic › peer-review

Experiencing the future: Evaluating a new framework for the participatory co-design of healthy public spaces using immersive virtual reality

Dane, G., Evers, S., van den Berg, P., Klippel, A., Verduijn, T., Wallgrün, J. O. & Arentze, T., Dec 2024, In: Computers, Environment and Urban Systems. 114, 102194.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Experiments as Code and its application to VR studies in human-building interaction

Aguilar, L., Gath-Morad, M., Grübel, J., Ermatinger, J., Zhao, H., Wehrli, S., Sumner, R. W., Zhang, C., Helbing, D. & Hölscher, C., 30 Apr 2024, In: Scientific Reports. 14, 1, 9883.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Farmer Options and Risks in Complex Ecological-Social systems: The FORCES game designed for agroforestry management of upper watersheds

Sari, R. R., Tanika, L., Speelman, E. N., Saputra, D. D., Hakim, A. L., Rozendaal, D. M. A., Hairiah, K. & van Noordwijk, M., Jan 2024, In: Agricultural Systems. 213, 103782.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

3 Citations (Scopus)

Geographic gradients in a functional trait: Drivers of body size and size diversity of ground invertebrate communities

Kaspari, M., Marshall, K. E., Weiser, M. D., Siler, C. D., Theriot, M. K. & de Beurs, K., Mar 2024, In: Ecosphere. 15, 3, e4785.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks

Rußwurm, M., Klemmer, K., Rolf, E., Zbinden, R. & Tuia, D., 2024. 14 p.

Research output: Contribution to conference › Conference paper › Academic › peer-review

Open Access

1 Citation (Scopus)

GFOI Module: Deforestation Alerts

Carter, S. L., Reiche, J., Berkowitz, P., Chang, R. N. & Wilson, S., 9 Sept 2024, 26 p.

Research output: Book/Report › Book › Academic

Open Access

Global biomass maps can increase the precision of (sub)national aboveground biomass estimates: A comparison across tropical countries

Málaga, N., de Bruin, S., McRoberts, R. E., Næsset, E., de la Cruz Paiva, R., Olivos, A. A., Montesinos, P. D., Baboolall, M., Odorico, H. S. C., Soares, M. G., Joã, S. S., Zahabu, E., Silayo, D. S. & Herold, M., 15 Oct 2024, In: Science of the Total Environment. 947, 174653.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

GrapeMOTS: UAV Vineyard Dataset with MOTS Grape Bunch annotations recorded from multiple perspectives for enhanced Object Detection and Tracking

Ariza-Sentís, M., Wang, K., Cao, Z., Vélez, S. & Valente, J., Jun 2024, In: Data in Brief. 54, 110432.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Grassland vertical height heterogeneity predicts flower and bee diversity: an UAV photogrammetric approach

Torresani, M., Rocchini, D., Ceola, G., de Vries, J. P. R., Feilhauer, H., Moudrý, V., Bartholomeus, H., Perrone, M., Anderle, M., Gamper, H. A., Chieffallo, L., Guatelli, E., Gatti, R. C. & Kleijn, D., 2024, In: Scientific Reports. 14, 1, 809.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

3 Citations (Scopus)

Ground-Based Soil Moisture Retrieval Using the Correlation Between Dual-Polarization GNSS-R Interference Patterns

El Hajj, M. M., Steele-Dunne, S. C., Almashharawi, S. K., Tian, X., Johansen, K., Lopez Camargo, O. A., Amezaga-Sarries, A., Mas-Vinolas, A. & McCabe, M. F., 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-10 10 p., 5800210.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Guiding community discussions on human-water challenges by serious gaming in the upper Ewaso Ngiro River basin, Kenya

Wamucii, C. N., Van Oel, P. R., Teuling, A. J., Ligtenberg, A., Gathenya, J. M., Hofstede, G. J., Van Noordwijk, M. & Speelman, E. N., 1 Aug 2024, In: Hydrology and Earth System Sciences. 28, 15, p. 3495-3518 24 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Human appropriation of water resources in a multifunctional landscape: issues, models, games and responsibilities

Tanika, L., 8 Oct 2024, Wageningen: Wageningen University. 209 p.

Research output: Thesis › internal PhD, WU

Open Access

Integrating national forest inventories with global biomass maps

Málaga Durán, N., 3 Sept 2024, Wageningen: Wageningen University. 170 p.

Research output: Thesis › internal PhD, WU

Integrating satellite-based forest disturbance alerts improves detection timeliness and confidence

Reiche, J., Balling, J., Hudson Pickens, A., Masolele, R., Berger, A., Weisse, M., Mannarino, D., Gou, Y., Slagter, B., Donchyts, G. & Carter, S., 1 May 2024, In: Environmental Research Letters. 19, 5, 054011.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Iterative mapping of probabilities: A data fusion framework for generating accurate land cover maps that match area statistics

Witjes, M., Herold, M. & de Bruin, S., Jul 2024, In: International Journal of applied Earth Observation and Geoinformation. 131, 103932.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Land potential assessment and trend-analysis using 2000–2021 FAPAR monthly time-series at 250 m spatial resolution

Hackländer, J., Parente, L., Ho, Y.-F., Hengl, T., Simoes, R., Consoli, D., Şahin, M., Tian, X., Jung, M., Herold, M., Duveiller, G., Weynants, M. & Wheeler, I., 13 Mar 2024, In: PeerJ. 12, e16972.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

1 Citation (Scopus)

Landscape quality assessments using deep learning

Levering, A., 26 Jan 2024, Wageningen: Wageningen University. 124 p.

Research output: Thesis › internal PhD, WU

Open Access

Letter to the editor: ‘Guidelines for fossil collaborations are transparent, but concerns persist’

Duineveld, M., Aceska, A., Huijbens, E. H., Welsink, A., Heitkönig, I. M. A., van Donk, S., Zagaria, C., Haug, B. M., Tavernier, C., Pachoulide, C., Lohbeck, M. W. M., Snijders, L. & Russello, H., 8 Jan 2024, In: Resource: nieuwssite voor studenten en medewerkers van Wageningen UR.

Research output: Contribution to journal › Comment/Letter to the editor › Professional

Open Access

Linking deep learning-based forest cover maps to treeline spatio-temporal patterns

Nguyen, T.-A., Rußwurm, M., Lenczner, G. & Tuia, D., 8 Mar 2024, p. EGU24-9480.

Research output: Contribution to conference › Abstract

Open Access

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

Pišl, J., Rußwurm, M., Haydn Hughes, L., Lenczner, G., See, L., Dirk Wegner, J. & Tuia, D., 30 May 2024, In: Environmental Research Letters. 19, 6, 064053.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access