20032020

Research output per year

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Research Output

2020

Automated crop plant counting from very high-resolution aerial imagery

Valente, J., Sari, B., Kooistra, L., Kramer, H. & Mücher, S., 20 May 2020, In : Precision Agriculture.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring

Hardy, T., Franceschini, M. D., Kooistra, L., Novani, M. & Richter, S., 29 Jan 2020, International Symposium on Environmental Software Systems (ISESS 2020): Environmental Software Systems. Data Science in Action. Wageningen: Springer, p. 48-56 ( IFIP Advances in Information and Communication Technology ; vol. 554).

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

Deep learning for automated detection of Drosophila suzukii: potential for UAV-based monitoring

Roosjen, P. P. J., Kellenberger, B., Kooistra, L., Green, D. R. & Fahrentrapp, J., 4 Apr 2020, In : Pest Management Science.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access
2019

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
3 Citations (Scopus)

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
2 Citations (Scopus)

Biomass and crop height estimation of different crops using UAV-based LiDAR

ten Harkel, J., Bartholomeus, H. & Kooistra, L., 18 Dec 2019, In : Remote Sensing. 12, 1, 17.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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
2 Citations (Scopus)
Open Access

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

Open Access
8 Citations (Scopus)

Feature filtering and selection for dry matter estimation on perennial ryegrass: A case study of vegetation indices

Alckmin, G. T., Kooistra, L., Lucieer, A. & Rawnsley, R., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 1827-1831 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
2 Citations (Scopus)

High-resolution multisensor remote sensing to support date palm farm management

Mulley, M., Kooistra, L. & Bierens, L., 31 Jan 2019, In : Agriculture (Switzerland). 9, 2, 26.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Linking Terrestrial LiDAR Scanner and Conventional Forest Structure Measurements with Multi-Modal Satellite Data

Mulatu, K., Decuyper, M., Brede, B., Kooistra, L., Reiche, J., Mora, B. & Herold, M., 2019, In : Forests. 10, 3, 19 p., 291.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
4 Citations (Scopus)

Non-destructive tree volume estimation through quantitative structure modelling: Comparing UAV laser scanning with terrestrial LIDAR

Brede, B., Calders, K., Lau, A., Raumonen, P., Bartholomeus, H. M., Herold, M. & Kooistra, L., Nov 2019, In : Remote Sensing of Environment. 233, 111355.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Object-Based Image Analysis Applied to Low Altitude Aerial Imagery for Potato Plant Trait Retrieval and Pathogen Detection

Siebring, J., Valente, J., Domingues Franceschini, M. H., Kamp, J. & Kooistra, L., 12 Dec 2019, In : Sensors. 19, 24, 15 p., 5477.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Citation (Scopus)

Opportunities of uavs in orchard management

Zhang, C., Valente, J., Kooistra, L., Guo, L. & Wang, W., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. 2/W13 ed. ISPRS, Vol. 42. p. 673-680 8 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

Spatial early warning signals for impending regime shifts: A practical framework for application in real-world landscapes

Nijp, J. J., Temme, A. J. A. M., van Voorn, G. A. K., Kooistra, L., Hengeveld, G. M., Soons, M. B., Teuling, A. J. & Wallinga, J., Jun 2019, In : Global Change Biology. 25, 6, p. 1905-1921

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
3 Citations (Scopus)

Using Unmanned Aerial Systems (UAS) and Object-Based Image Analysis (OBIA) for Measuring Plant-Soil Feedback Effects on Crop Productivity

Nuijten, R. J. G., Kooistra, L. & De Deyn, G. B., 30 Jun 2019, In : Drones. 3, 3, 54.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2018

Agriculture-driven deforestation in the tropics from 1990 to-2015: emissions, trends and uncertainties

Carter, S., Herold, M., Avitabile, V., de Bruin, S., de Sy, V., Kooistra, L. & Rufino, M. C., 2018, In : Environmental Research Letters. 13, 1, 014002.

Research output: Contribution to journalLetterAcademicpeer-review

Open Access
8 Citations (Scopus)
4 Citations (Scopus)

Assessing the structural differences between tropical forest types using Terrestrial Laser Scanning

Decuyper, M., Mulatu, K. A., Brede, B., Calders, K., Armston, J., Rozendaal, D. M. A., Mora, B., Clevers, J. G. P. W., Kooistra, L., Herold, M. & Bongers, F., 2018, In : Forest Ecology and Management. 429, p. 327-335

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

Assessment of Potato Disease Infestation Using Combined Sources Of High-Resolution UAV Imagery

Kooistra, L., Domingues Franceschini, M., Arias Rojas, F., Siebring, J. & Bartholomeus, H. M., 2018.

Research output: Contribution to conferenceAbstractAcademic

Automated Airborne Pest Monitoring of Drosophila suzukii in Crops and Natural Habitats

Roosjen, P. P. J., Kooistra, L., Fahrentrapp, J. & Green, D., 2018.

Research output: Contribution to conferencePosterAcademic

Capturing crop height over the growing season from UAV based LiDAR

Kooistra, L., Bartholomeus, H. M., Mücher, C. A., Kramer, H., Franke, G. J., Ivushkin, K. & Brede, B., 2018.

Research output: Contribution to conferenceAbstractAcademic

Effects of external factors on soil reflectance measured on-the-go and assessment of potential spectral correction through orthogonalisation and standardisation procedures

Franceschini, M. H. D., Demattê, J. A. M., Kooistra, L., Bartholomeus, H., Rizzo, R., Fongaro, C. T. & Molin, J. P., 1 Apr 2018, In : Soil and Tillage Research. 177, p. 19-36

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)

Exploring farmers’ intentions to adopt mobile Short Message Service (SMS) for citizen science in agriculture

Beza, E., Reidsma, P., Poortvliet, M., Belay, M. M., Bijen, B. S. & Kooistra, L., Aug 2018, In : Computers and Electronics in Agriculture. 151, p. 295-310

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
5 Citations (Scopus)

Formal and informal environmental sensing data and integration potential: Perceptions of citizens and experts

Jiang, Q., Bregt, A. K. & Kooistra, L., 1 Apr 2018, In : Science of the Total Environment. 619-620, p. 1133-1142

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Functional Biodiversity Patterns in the Arctic

de Goede, E., Soudzilovskaia, N., Cornelissen, J., Kooistra, L., Bartholomeus, H. M. & Bodegom, P., 2018.

Research output: Contribution to conferencePosterAcademic

Geometric Tree Modelling with UAV-based Lidar

Brede, B., Raumonen, P., Calders, K., Lau Sarmiento, A. I., Bartholomeus, H. M., Herold, M. & Kooistra, L., 2018.

Research output: Contribution to conferenceAbstractAcademic

Hyperspectral retrieval of vegetation traits

Kooistra, L., 2018.

Research output: Contribution to conferenceAbstractAcademic

Open Access
58 Citations (Scopus)

On-the-track of Soil-borne Pathogens Using Electronic Noses

Pereira Valente, J. R., Meijer, H. J. G., Jiang, Q., Kooistra, L. & Kema, G. H. J., 2018.

Research output: Contribution to conferenceAbstractAcademic

Opportunities of UAV based Sensing for Vegetation Land Product Validation

Brede, B., Suomalainen, J. M., Roosjen, P. P. J., Aasen, H., Kooistra, L., Bartholomeus, H. M., Clevers, J. G. P. W. & Herold, M., 2018.

Research output: Contribution to conferenceAbstractAcademic

Quantifying plant traits in agronomic field experiments from high-resolution UAV images

Kooistra, L., 2018.

Research output: Contribution to conferenceAbstractAcademic

The Electronic Smell of the Orchard Fruit

Pereira Valente, J. R., Almeida, R. & Kooistra, L., 2018.

Research output: Contribution to conferenceAbstractAcademic

The Electronic Smell of the Orchard Fruit

Pereira Valente, J. R., Matos Almeida, R. & Kooistra, L., Jul 2018, Proceedings of the European Conference on Agricultural Engineering AgEng2018. Koerkamp, P. W. G., Lokhorst, C., Ipema, B., Kempenaar, C., Groenestein, C. M., van Oostrum, C. G. & Ros, N. J. (eds.). Wageningen: Wageningen University & Research, p. 253-258

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
2017

A light-weight hyperspectral mapping system for unmanned aerial vehicles - The first results

Suomalainen, J., Anders, N., Iqbal, S., Franke, J., Wenting, P., Bartholomeus, H., Becker, R. & Kooistra, L., 26 Oct 2017, 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013. IEEE computer society, 4 p. 8080721

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

3 Citations (Scopus)

An aerial mission planner for practicable and safe aerial surveying using ant colony optimization metaheuristics design

Pereira Valente, J. R., Stützle, T. & Kooistra, L., 2017, 2017 EFITA WCCA Congress Conference Proceedings. IRSTEA, p. 133-134

Research output: Chapter in Book/Report/Conference proceedingAbstract

Open Access
Open Access
5 Citations (Scopus)

Biodiversity in species, traits, and structure determines carbon stocks and uptake in tropical forests

van der Sande, M., Poorter, L., Kooistra, L., Balvanera, P., Thonicke, K., Thompson, J., Arets, E. J. M. M., Garcia-Alaniz, N., Jones, L., Mora, F., Mwampamba, T. H., Parr, T. & Pena Claros, M., 2017, In : Biotropica. 49, 5, p. 593-603

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)

Biodiversity Monitoring in Changing Tropical Forests: A Review of Approaches and New Opportunities

Mulatu, K., Mora, B., Kooistra, L. & Herold, M., 2017, In : Remote Sensing. 9, 10, 23 p., 1059.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
11 Citations (Scopus)

Capturing forest structure and change – 5 years of laser scanning and future perspectives using UAV based LiDAR

Bartholomeus, H. M., Lau Sarmiento, A. I., Gonzalez de Tanago Meñaca, J., Herold, M., Brede, B., Kooistra, L. & Calders, K., 2017, SilviLaser 2017 Program. Blacksburg: Virginia Tech, p. 61-62

Research output: Chapter in Book/Report/Conference proceedingAbstract

Open Access

Capturing forest structure using UAV based LiDAR

Bartholomeus, H. M., Brede, B., Lau Sarmiento, A. I. & Kooistra, L., 2017. 2 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access

Combining hyperspectral UAV and multispectral Formosat-2 imagery for precision agriculture applications

Gevaert, C. M., Tang, J., García-Haro, F. J., Suomalainen, J. & Kooistra, L., 26 Oct 2017, 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014. IEEE computer society, 4 p. 8077607

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

12 Citations (Scopus)

Comparing RIEGL RiCOPTER UAV LiDAR Derived Canopy Height and DBH with Terrestrial LiDAR

Brede, B., Lau Sarmiento, A. I., Bartholomeus, H. & Kooistra, L., 17 Oct 2017, In : Sensors. 17, 10, 16 p., 2371.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
52 Citations (Scopus)
Open Access
1 Citation (Scopus)

Habitat mapping and quality assessment of NATURA 2000 heathland using airborne imaging spectroscopy

Haest, B., Borre, J. V., Spanhove, T., Thoonen, G., Delalieux, S., Kooistra, L., Mücher, S., Paelinckx, D., Scheunders, P. & Kempeneers, P., 2017, In : Remote Sensing. 9, 3, 25 p., 266.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
11 Citations (Scopus)
Open Access
17 Citations (Scopus)