Laboratory of Geo-information Science and Remote Sensing

Projects

Projects per year 1996 2011 2013 2015 2017 2018 2019 2020 2021 2023 2026

• 37 Active
• 110 Finished

Projects per year

Search results

• Active

  Machine and transfer learning under distribution shifts for agricultural applications and food security

  Nedungadi, V. (PhD candidate), Athanasiadis, I. (Promotor) & Rußwurm, M. (Co-promotor)

  1/09/24 → …

  Project: PhD

• Food Security Intelligence (FSI): My focus is on developing predictive methods for modelling of food security

  Wakjira, M., Descheemaeker, K., van Heerwaarden, J., Athanasiadis, I., Leeuwis, C., Talsma, E. & Legun, K.

  1/07/24 → 30/06/26

  Project: PostDoc

• Knowledge-guided machine learning for crop growth simulation

  Han, J. & Athanasiadis, I.

  1/07/24 → 1/07/25

  Project: PostDoc

• Measuring Leaf Area Index (LAI) through Unmanned Aerial Vehicle (UAV) with high resolution imagery and predict the yield

  Cakaj, H., Kooistra, L. & Kootstra, G.

  1/04/24 → …

  Project: PhD

• LiDAR and Hyperspectral data fusion for tree species recognition.

  Umar, M., de Beurs, K. & Bartholomeus, H.

  9/01/24 → …

  Project: PhD

• Machine Learning Methods for Spatiotemporal Ecosystem Dynamics

  Robin, C., de Beurs, K. & Rußwurm, M.

  1/12/23 → …

  Project: PhD

• Remote Sensing for near-real time crop and soil anomaly detection using land surface phenology metrics

  Dal Lago, P., de Beurs, K., Kooistra, L. & Tsendbazar, N.

  1/12/23 → …

  Project: PhD

• Urban form and urban heat, relations to population well-being

  van Hemmen, M., de Beurs, K., Ligtenberg, A. & de Bruin, S.

  1/12/23 → …

  Project: PhD

• “Resilience from space: A remote sensing approach applicable for a wide range of forest ecosystems”

  Lastra Muñoz, J. & de Beurs, K.

  13/11/23 → …

  Project: PhD

• AgML – Agricultural Modelling and Machine Learning

  Paudel, D. & Athanasiadis, I.

  1/09/23 → 1/06/25

  Project: PostDoc

• Geospatial multilayer graph modelling with constrained least-cost path for utility network design

  Versleijen, J. (PhD candidate), Athanasiadis, I. (Promotor) & de Bruin, S. (Co-promotor)

  1/08/23 → …

  Project: PhD

• Characterizing and monitoring Ramsar wetlands using multi-source remote sensing data.

  Li, Y., Kooistra, L., Tsendbazar, N. & de Beurs, K.

  1/06/23 → …

  Project: PhD

• Exploring drivers and stakeholder perceptions of land-use change dynamics and lake eutrophication; the case of Lake Tana in Ethiopia

  Debay, A., de Beurs, K., Speelman, E. & Tsendbazar, N.

  1/02/23 → …

  Project: PhD

• Creating Impact through Serious Games and Immersive Technologies

  Farmahini Farahani, L., Klippel, A., Zhao, J. & Mavridou, I.

  1/01/23 → …

  Project: PhD

• Pre-Symptomatic Disease Detection by Multi-Source Remote Sensing Data Fusion

  Jia, T., Kooistra, L., Kootstra, G., Polder, G., Smigaj, M. & van de Zedde, R.

  20/12/22 → …

  Project: PhD

• Land Degradation & Land Potential modelling

  Tian, X., Herold, M., de Beurs, K. & de Bruin, S.

  1/10/22 → …

  Project: PhD

• UAV-based Semantic Localization and Mapping in Woody Plants

  Wang, K., Kooistra, L., Pereira Valente, J. & Tekinerdogan, B.

  1/02/22 → …

  Project: PhD

  • localization algorithm 100%
  • Unmanned Aerial Vehicle 100%
  • Robot 66%
  • Semantic Feature 33%
  • data association 33%

• European Forest Monitoring with Sentinel Satellites

  van der Woude, S., Herold, M., Nabuurs, G., Reiche, J. & Sterck, F.

  15/11/21 → …

  Project: PhD

• Towards new frontiers for distributed environmental monitoring based on an ecosystem of plant seed-like soft robots (I-Seed)

  Mustafa, H., Kooistra, L. & Bartholomeus, H.

  1/11/21 → 1/11/25

  Project: PostDoc

• Real-time crop disease detection by using UAVs and AI

  Cao, Z., Kooistra, L., Pereira Valente, J. & Tekinerdogan, B.

  15/05/21 → …

  Project: PhD

  • Unmanned Aerial Vehicle 100%
  • Equipment 12%
  • Precision Agriculture 12%
  • Decision Making 12%

• Digital visualization and experience of landscape environments

  Krawczyk, B., Klippel, A., Lenzholzer, S. & van Lammeren, R.

  1/04/21 → …

  Project: PhD

• From Detection to Identification and Phenotyping of Free-range Cattle with Aerial Data from UAVs using Deep Learning technologies

  Wang, Y., Kooistra, L. & Mücher, S.

  1/01/21 → …

  Project: PhD

  • Unmanned Aerial Vehicle 100%
  • Pilotless Aircraft 100%
  • Bovine 100%
  • Precision Agriculture 66%
  • Computer Vision 66%

• Forest Monitoring Using Advanced Earth Observation Datasets.

  Welsink, A., Herold, M., Peña Claros, M. & Reiche, J.

  1/12/20 → …

  Project: PhD

• Fields2Cover: Robust and efficient coverage paths for autonomous agricultural vehicles

  Mier Muñoz, G. (PhD candidate), Athanasiadis, I. (Promotor), Pereira Valente, J. (Co-promotor) & de Bruin, S. (Co-promotor)

  1/12/20 → …

  Project: PhD

  • Soil Pressure 100%
  • Path Planning 100%
  • Precision Agriculture 100%

• Rapid characterization and prediction of small-scale forest disturbance using satellite data and artificial intelligence.

  Slagter, B., Herold, M., Peña Claros, M. & Reiche, J.

  1/11/20 → …

  Project: PhD

• Exploring options for more diverse and resilient farming systems in landscapes in early stages of forest transition, the case of Madre de Dios, Peru.

  Lagneaux, E., Descheemaeker, K. & Speelman, E.

  1/03/20 → …

  Project: PhD

  • Farming System 100%
  • Decision Making 100%
  • Deforestation 20%
  • Household Survey 20%
  • Ecological Farming 20%

• Scenario Evaluation for Sustainable Agro-forestry Management (SESAM)

  Hofstede, G. J., Speelman, E., van Noordwijk, M. & Rodela, R.

  1/01/20 → 31/12/24

  Project: Staff

  • Agroforestry 100%
  • Forest Management 100%
  • Case Study 100%
  • Decision-Making 100%
  • Serious Game 66%

• Exploring multi-scale influences of forest disturbance on the Forest-Water-People nexus in Suriname.

  Best, L., Herold, M., Teuling, R. & Speelman, E.

  1/01/20 → …

  Project: PhD

• Characteristics and opportunities for integrating country in situ and space-based biomass data

  Nesha, K., Herold, M. & Reiche, J.

  1/01/20 → …

  Project: PhD

• Upscaling tropical forest restoration: a multidisciplinary approach to mitigate climate change and conserve biodiversity.

  de Jong, J., Poorter, L., Bartholomeus, H. & Veenendaal, E.

  1/01/20 → …

  Project: PhD

• Monitoring crop water stress from local to regional scale: supporting farmland water management.

  Wan, Q. & Kooistra, L.

  1/09/19 → …

  Project: PhD

• Integration of high-resolution remote sensing and crop modelling to predict actual yield and soil quality loss at filed scale in Uruguay.

  Gaso Melgar, D., Kooistra, L. & de Wit, A.

  1/01/19 → …

  Project: PhD

• Integration of high resolution imagery from UAVs for mapping of provisioning ecosystem services in the tropics.

  Tagle Casapia, M. X., Herold, M. & Bartholomeus, H.

  1/10/18 → …

  Project: PhD

• Optimal raster analysis resolution for satellite based land monitoring.

  Mîrt, A. (PhD candidate), Verbesselt, J. (Promotor) & Reiche, J. (Co-promotor)

  1/10/18 → …

  Project: PhD

• 3D reconstruction of fruit trees and quantitative heuristtics for autonomous precision pruning.

  Marquez Aguilar, A., van Henten, E., Bartholomeus, H. & Kootstra, G.

  5/02/18 → …

  Project: PhD

• Assessing uncertainties and the value-of-information of remote sensing derived data for forest biomass and carbon emissions estimation.

  Sales, M., Herold, M., de Bruin, S., Sales, M., Herold, M. & de Bruin, S.

  1/07/12 → …

  Project: PhD

• Development and use of integrated land use models for policy support.

  van Delden, H., Bregt, A., van Delden, H. & Bregt, A.

  1/10/11 → …

  Project: PhD

• Finished

  SESAM and WUR Game Hub

  Andreotti, F., Klippel, A., Speelman, E. & van Zanten, H.

  1/01/23 → 31/12/23

  Project: PostDoc

• Near-future deforestation prediction using deep learning

  Cué la Rosa, L. & de Beurs, K.

  1/08/22 → 1/08/24

  Project: PostDoc

• Digital Future Farm

  Kallenberg, M. & Athanasiadis, I.

  1/04/22 → 31/07/23

  Project: PostDoc

  • Field Trial 100%
  • Machine Learning Method 100%
  • Domain Expert 100%
  • Learning System 100%
  • Convolutional Neural Network 100%

• EO4SD-FM

  Requena Suarez, D. & Welsink, A.

  1/01/22 → 1/01/24

  Project: PostDoc

• Multi-modal UAV-based sensing for agricultural monitoring

  Smigaj, M., Kooistra, L. & Bartholomeus, H.

  27/09/21 → 27/09/23

  Project: PostDoc

• Nieuwe Stadsklimaatkaart Arnhem

  Steeneveld, G., Heusinkveld, B., Koopmans, S., Vreugdenhil, C., Lenzholzer, S. & Vujic, I.

  1/09/21 → 31/08/22

  Project: Staff

• Automated machine learning for spatial and spatio-temporal data cubes: predicting land cover and landscape dynamics at regional and global scales.

  Witjes, M., Herold, M. & de Bruin, S.

  1/01/21 → 2/07/24

  Project: PhD

• VERIFY project

  Besnard, S. (PI) & Herold, M. (Project Leader)

  1/11/20 → 15/05/21

  Project: PostDoc

• Reinforcement learning in Digital Future Farm

  Overweg, H. & Athanasiadis, I.

  1/11/20 → 30/09/21

  Project: PostDoc

  • Reinforcement Learning 100%
  • Learning System 100%
  • Optimization Algorithm 50%
  • Learning Agent 50%
  • Random Forest 33%

• Consumption and Healthy Lifestyles (CHL) and the the Laboratory of Geo-information Science and Remote Sensing (GIS)

  Winkens, L., Simons, M., de Vet, E., Ligtenberg, A. & Hardy, T.

  1/11/20 → 31/10/22

  Project: PostDoc

  • Healthy Lifestyle 100%
  • Health-Related Behavior 100%
  • Physical Activity 100%
  • Mobile Phones 100%
  • Just-in-Time 100%

• Forest tree species distribution modeling and prediction in a spatiotemporal framework.

  Bonannella, C., Herold, M. & de Bruin, S.

  20/08/20 → 2/07/24

  Project: PhD

• Hydrological restoration: from collaborative understanding to action using models and simulation games.

  Tanika, L. (PhD candidate), Peña Claros, M. (Promotor), van Noordwijk, M. (Promotor) & Speelman, E. (Co-promotor)

  1/03/20 → 8/10/24

  Project: PhD

• Enhanced transparency framework for better reporting of forest-related mitigation

  Csillik, O., Herold, M. & de Sy, N.

  1/02/20 → 1/02/22

  Project: PostDoc