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Research Output 2003 2019

2019
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

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 contributionAcademicpeer-review

Open Access
Orchards
imagery
Fruits
Pixels
flowering

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 contributionAcademicpeer-review

Open Access
grasslands
Unmanned aerial vehicles (UAV)
nature conservation
imagery
learning
Open Access
vegetation structure
aerial photograph
cost
vegetation
spectral reflectance

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
2 Citations (Scopus)
Open Access
disease severity
potato
disease incidence
imagery
crop

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 contributionAcademicpeer-review

Open Access
vegetation index
dry matter
Feature extraction
Mean square error
Handicap

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
Phoenix dactylifera
farm management
remote sensing
Hot Temperature
heat

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
scanners
scanner
remote sensing
satellite data
vegetation index

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., 1 Nov 2019, In : Remote Sensing of Environment. 233, 111355.

Research output: Contribution to journalArticleAcademicpeer-review

Unmanned aerial vehicles (UAV)
lasers
laser
Scanning
Lasers

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 contributionAcademicpeer-review

Open Access
Orchards
Unmanned aerial vehicles (UAV)
orchard
management
Fruits
1 Citation (Scopus)

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 journalReview articleAcademicpeer-review

Open Access
Ecosystems
environmental change
ecosystem
ecosystem response
prediction
2018
4 Citations (Scopus)

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
Deforestation
Tropics
Conservation of Natural Resources
Agriculture
deforestation
2 Citations (Scopus)
Image analysis
terrace
Antennas
digital elevation model
Soils
2 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

forest types
tropical forests
tropical forest
laser
canopy

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

Citizen sensing for environmental information

Jiang, Q., 2018, Wageningen: Wageningen University. 147 p.

Research output: Thesisinternal PhD, WUAcademic

Deforestation and agriculture in the tropics: carbon emissions and options for mitigation

Carter, S., 2018, Wageningen: Wageningen University. 164 p.

Research output: Thesisinternal PhD, WUAcademic

Open Access
carbon emission
deforestation
mitigation
agriculture
tropics
2 Citations (Scopus)

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

standardization
lime requirement
reflectance
prediction
soil properties
3 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

Agriculture
farmers
agriculture
smallholder
agricultural statistics
2 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

Standardization
Decision making
Sensors
Costs
citizen

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

23 Citations (Scopus)
Open Access
Chlorophyll
Unmanned aerial vehicles (UAV)
leaf area index
potato
Crops

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

2017
2 Citations (Scopus)

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 contributionAcademicpeer-review

Unmanned aerial vehicles (UAV)
Agriculture
Erosion
Remote sensing
Soils

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 proceedingAbstractAcademic

Open Access
3 Citations (Scopus)
Open Access
Unmanned aerial vehicles (UAV)
potato
production system
Spectrometers
spectrometer
11 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

carbon sinks
tropical forests
tropical forest
biodiversity
carbon
4 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
tropical forest
biodiversity
monitoring
remote sensing
disturbance

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 proceedingAbstractAcademic

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

Citizen science and remote sensing for crop yield gap analysis

Beza, E. A., 2017, Wageningen: Wageningen University. 196 p.

Research output: Thesisinternal PhD, WUAcademic

Open Access
remote sensing
crop yield
farmers
agricultural statistics
Sesamum indicum
4 Citations (Scopus)

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 contributionAcademicpeer-review

Unmanned aerial vehicles (UAV)
Agriculture
Crops
Data fusion
Remote sensing
31 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
pilotless aircraft
canopies
Unmanned aerial vehicles (UAV)
breast
Breast
Open Access
potatoes
pilotless aircraft
crops
Solanum tuberosum
Unmanned aerial vehicles (UAV)
8 Citations (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
heathland
vegetation type
spectroscopy
conservation status
habitat
12 Citations (Scopus)
Open Access
potatoes
pilotless aircraft
crops
Chlorophyll
Solanum tuberosum

Is Citizen Environmental Sensing Valuable?

Jiang, Q., Kooistra, L. & Bregt, A. K., 2017. 1 p.

Research output: Contribution to conferenceAbstractAcademic

sensor
environmental monitoring
citizen
technological development
science
8 Citations (Scopus)

Mapping reflectance anisotropy of a potato canopy using aerial images acquired with an unmanned aerial vehicle

Roosjen, P., Suomalainen, J., Bartholomeus, H., Kooistra, L. & Clevers, J., 2017, In : Remote Sensing. 9, 5, 417.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
potato
reflectance
anisotropy
canopy
flight
1 Citation (Scopus)

Object-based random forest classification for mapping floodplain vegetation structure from nation-wide CIR and LiDAR datasets

Kooistra, L., Kuilder, E. T. & Mucher, C. A., 26 Oct 2017, 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014. IEEE computer society, 4 p. 8077590

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Rivers
Antennas
Optical radar
Image analysis
Classifiers

Predicting fire behaviour (in-)directly via plant traits and Remote Sensing

Blauw, L., van Logtestijn, R. S. P., Bartholomeus, H. M., Kooistra, L., Cornelissen, H. & Aerts, R., 2017.

Research output: Contribution to conferenceAbstractAcademic

fire behavior
remote sensing
fire management
heathland
carbon emission
12 Citations (Scopus)

Remote sensing of plant trait responses to field-based plant-soil feedback using UAV-based optical sensors

van der Meij, B., Kooistra, L., Suomalainen, J., Barel, J. M. & de Deyn, G. B., 2017, In : Biogeosciences. 14, 3, p. 733-749

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
sensors (equipment)
remote sensing
sensor
soil
cover crop