Laboratory of Geo-information Science and Remote Sensing

Research Output 1976 2020

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Conference paper
2019

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

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
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

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

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 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

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
vegetation index
dry matter
Feature extraction
Mean square error
Handicap

Novelty detection in very high resolution urban scenes with Density Forests

Wendl, C., Marcos, D. & Tuia, D., 22 Aug 2019, 2019 Joint Urban Remote Sensing Event, JURSE 2019. Institute of Electrical and Electronics Engineers Inc., 8808974. (Joint Urban Remote Sensing Event (JURSE)).

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

confidence
high resolution
estimation method
neural network
Chemical activation

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
Orchards
Unmanned aerial vehicles (UAV)
orchard
management
Fruits

Using a data lake in animal sciences

Schokker, D., Athanasiadis, I. N., Visser, B., Veerkamp, R. F. & Kamphuis, C., Aug 2019, Precision Livestock Farming 2019: Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019. O'Brien, B., Hennessy, D. & Shalloo, L. (eds.). p. 140-144 5 p. (Precision Livestock Farming 2019 - Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019).

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

animal science
sensors (equipment)
gait
lakes
video cameras

When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images

Kellenberger, B. A., Marcos Gonzalez, D. & Tuia, D., 2019, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. Institute of Electrical and Electronics Engineers Inc., 9 p.

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

Open Access
Antennas
Labels
Detectors
Experiments
2018
1 Citation (Scopus)

A Deep Network Approach to Multitemporal Cloud Detection

Tuia, D., Kellenberger, B., Perez-suey, A. & Camps-valls, G., 5 Nov 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium Proceedings: Observing, Understanding And Forecasting The Dynamics Of Our Planet. IEEE Xplore, p. 4351-4354

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

Open Access
Meteosat
pixel
learning
time series
detection
1 Citation (Scopus)

BFast Explorer: An effective tool for time series analysis

Almeida, A. E., Menini, N., Verbesselt, J. & De Torres, R. S., 31 Oct 2018, IGARSS 2018 Proceedings - IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., Vol. July. p. 4913-4916 8517877

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

Time series analysis
time series analysis
Architectural design
Cloud computing
Remote sensing
2 Citations (Scopus)

Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence

Vargas-Munoz, J. E., Marcos, D., Lobry, S., dos Santos, J. A., Falcao, A. X. & Tuia, D., 5 Nov 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium Proceedings: Observing, Understanding And Forecasting The Dynamics Of Our Planet. IEEE Xplore, p. 1284-1287

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

field method
train
imagery
developing world
alignment
32 Citations (Scopus)

DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images

Demir, I., Koperski, K., Lindenbaum, D., Pang, G., Huang, J., Basu, S., Hughes, F., Tuia, D. & Raska, R., 2018, Proceedings 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops CVPRW 2018. IEEE, p. 17200-17209

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

Open Access
Computer vision
Earth (planet)
Satellites
Image understanding
Remote sensing
3 Citations (Scopus)

DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation

Damodaran, B. B., Kellenberger, B., Flamary, R., Tuia, D. & Courty, N., 6 Oct 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Springer Verlag, p. 467-483 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11208 LNCS).

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

Optimal Transport
Joint Distribution
Classifiers
Classifier
Computer vision

Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport

Kellenberger, B., Marcos, D., Courty, N. & Tuia, D., 5 Nov 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium Proceedings: Observing, Understanding And Forecasting The Dynamics Of Our Planet. IEEE Xplore, p. 3643-3646

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

Image acquisition
Unmanned aerial vehicles (UAV)
Animals
Chemical activation
Neural networks

Detection of unsigned ephemeral road incidents by visual cues learned from first-on-scene vehicles

Levering, A., Khoshelham, K., Tuia, D. & Tomko, M., 2018, 10th International Conference on Geographic Information Science (GIScience 2018). Winter, S., Griffin, A. & Sester, M. (eds.). Wadern, p. 5-8 (LIPIcs–Leibniz International Proceedings in Informatics; vol. 114).

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

Open Access

Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction

Marinoni, A., Gamba, P., De Vecchi, D. & Tuia, D., 5 Nov 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium Proceedings: Observing, Understanding And Forecasting The Dynamics Of Our Planet. IEEE Xplore, p. 2062-2065

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

Air pollution
Air quality
Feature extraction
Public administration
Sustainable development
3 Citations (Scopus)

Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs

Maggiolo, L., Marcos, D., Moser, G. & Tuia, D., 5 Nov 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium Proceedings: Observing, Understanding And Forecasting The Dynamics Of Our Planet. IEEE Xplore, p. 2099-2102

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

Neural networks
Image resolution
Pixels
Chemical activation
Semantics
4 Citations (Scopus)

Learning Deep Structured Active Contours End-to-End

Marcos, D., Tuia, D., Kellenberger, B., Zhang, L., Bai, M., Liao, R. & Urtasun, R., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE computer society, p. 8877-8885 8579023

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

Open Access
Neural networks
Parameterization
Fusion reactions
Deep learning

Massively-parallel break detection for satellite data

von Mehren, M., Gieseke, F., Verbesselt, J., Rosca, S., Horion, S. & Zeileis, A., 9 Jul 2018, Proceedings of the 30th International Conference on Scientific and Statistical Database Management. New York: Association for Computing Machinery, Vol. Part F137913. 5

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

Satellites
Program processors
Time series
Remote sensing
Processing

Modelling and mapping urban soils

Stoorvogel, J. J., van Manen, I. & Vasenev, V. I., 2018, Megacities 2050: Environmental Consequences of Urbanization: Proceedings of the VI International Conference on Landscape Architecture to Support City Sustainable Development. Vasenev, V. I., Dovletyarova, E., Chen, Z. & Valentini, R. (eds.). Cham: Springer, p. 36-40 (Springer Geography).

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

Open Access
urbanization
modeling
soil
resources
standardization
1 Citation (Scopus)

Multi-label building functions classification from ground pictures using convolutional neural networks

Srivastava, S., Vargas Muñoz, J. E., Swinkels, D. & Tuia, D., 6 Nov 2018, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery. New York: ACM, p. 43-46

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

Labels
Neural networks
Electric fuses
1 Citation (Scopus)

Spatial enhancement of MODIS leaf area index using regression analysis with Landsat vegetation index

Ovakoglou, G., Alexandridis, T. K., Clevers, J. G. P. W., Cherif, I., Kasampalis, D. A., Navrozidis, I., Iordanidis, C., Moshou, D., Laneve, G. & Beltran, J. S., 31 Oct 2018, IGARSS 2018 Proceedings - 2018 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., Vol. July. p. 8232-8235 8519387

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

vegetation index
Regression analysis
leaf area index
MODIS
Landsat

Speckle reduction in PolSAR by multi-channel variance stabilization and Gaussian denoising: MuLoG

Deledalle, C. A., Denis, L., Tupin, F. & Lobry, S., 16 Aug 2018, EUSAR 2018 - 12th European Conference on Synthetic Aperture Radar, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 539-543

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

Speckle
Stabilization
stabilization
Image denoising
random noise
2017
3 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 paper

Unmanned aerial vehicles (UAV)
Agriculture
Erosion
Remote sensing
Soils
10 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 paper

Unmanned aerial vehicles (UAV)
Agriculture
Crops
Data fusion
Remote sensing

Mapping land-use dynamic in the Vietnamese mekong delta

Le, T. N. & Bregt, A. K., 14 Sep 2017, SGEM2017 Conference Proceedings. SGEM, p. 589-594 (International Multidisciplinary Scientific GeoConference & EXPO SGEM; vol. 17, no. 23).

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

Land use
land use
cropping practice
rice
Aquaculture
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 paper

Rivers
Antennas
Optical radar
Image analysis
Classifiers
2016
6 Citations (Scopus)

Mapping disturbance dynamics in wet sclerophyll forests using time series Landsat

Haywood, A., Verbesselt, J. & Baker, P. J., 2016, XXIII ISPRS Congress, Commission VIII. Halounova, L., Šafář, V. & Raju, P. L. N. (eds.). ISPRS, p. 633-641 (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. XLI-B8).

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

Landsat
time series
disturbance
timber harvesting
prescribed burning

Some thoughts on the possible benefits of using VirLaBoK for GI teaching design and locating GI courses

Rip, F. I., 5 Jul 2016, Proceedings GI_Forum 2016, Volume 1. Car, A., Strobl, J., Jekel, T. & Griesebner, G. (eds.). Salzburg: Austrian Academy of Sciences Press, Vol. 1. p. 355-359

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

Teaching
data quality
fitness
technical language
curriculum

The Speulderbos fiducial reference site for continuous monitoring of forest biophysical variables

Brede, B., Bartholomeus, H., Suomalainen, J., Clevers, J., Verbesselt, J., Herold, M., Culvenor, D. & Gascon, F., 2016, European Space Agency, (Special Publication) ESA SP. European Space Agency, Vol. SP-740.

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

Leaf springs
Unmanned aerial vehicles (UAV)
Satellites
foliage
Sampling
2015

Application of terrestrial LiDAR and modelling of tree branching structure for plant-scaling models in tropical forest trees

Lau Sarmiento, A. I., Bartholomeus, H. M., Herold, M., Martius, C., Malhi, Y., Bentley, L. P., Shenkin, A. & Raumonen, P., 2015, Proceedings of the SilviLaser 2015 conference. p. 3

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

1 Citation (Scopus)

Investigating BRDF effects based on optical multi-angular laboratory and hyperspectral UAV measurements

Roosjen, P. P. J., Bartholomeus, H. M., Suomalainen, J. M. & Clevers, J. G. P. W., 2015, Fourier Transform Spectroscopy, FTS 2015. OSA - The Optical Society

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

sugar beet
crop
laboratory
effect
49 Citations (Scopus)

Massive-scale tree modelling from TLS data

Raumonen, P., Casella, E., Calders, K., Murphy, S., Åkerblom, M. & Kaasalainen, M., 2015, Proceedings of the ISPRS Annals. Vol. II-3. p. 189-196

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

Open Access
biomass
modeling
allometry
scanner
laser
1 Citation (Scopus)

Multi-temporal change image inference towards false alarms reduction for an operational photogrammetric rockfall detection system

Partsinevelos, P., Kallimani, C. & Tripolitsiotis, A., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9535. 95351R

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

false alarms
False Alarm
inference
Transportation routes
Rocks
12 Citations (Scopus)

Multi-year global land cover mapping at 300 M and characterization for climate modelling: Achievements of the land cover component of the ESA climate change initiative

Bontemps, S., Boettcher, M., Brockmann, C., Kirches, G., Lamarche, C., Radoux, J., Santoro, M., Van Bogaert, E., Wegmüller, U., Herold, M., Achard, F., Ramoino, F., Arino, O. & Defourny, P., 2015, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. International Society for Photogrammetry and Remote Sensing, Vol. XL-7/W3. p. 323-328

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

Climate change
Time series
climate modeling
land cover
climate change

Overview of UAV activities in Wageningen unmanned aerial remote sensing facility

Suomalainen, J. M., Anders, N., Franke, G. J., Bartholomeus, H. M., Nolet, C., van Puijenbroek, M. E. B., Kramer, H., Keesstra, S. D., Mücher, C. A. & Kooistra, L., 2015, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-1/W4, 2015, Toronto, Canada. Toronto, Canada, Vol. XL-1/W4.

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

Open Access
2 Citations (Scopus)

Performance of the Enhanced Vegetation Index to Detect Inner-annual Dry Season and Drought Impacts on Amazon Forest Canopies

Brede, B., Verbesselt, J., Dutrieux, L. & Herold, M., 2015, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science. Vol. XL-7/W3. p. 337-344

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

forest canopy
vegetation index
dry season
drought
bidirectional reflectance
3 Citations (Scopus)

Reflectance anisotropy measurements using a pushbroom spectrometer mounted on UAV and a laboratory goniometer – preliminary results

Suomalainen, J., Roosjen, P., Bartholomeus, H. & Clevers, J., 2015, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science. Vol. XL-1/W4. p. 257-259

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

goniometers
spectrometers
reflectance
anisotropy
crops

Terrestrial LiDAR and 3D tree Quantitative Structure Model for quantification of aboveground biomass loss from selective logging in a tropical rainforest of Peru

Gonzalez De Tanago Meñaca, J., Bartholomeus, H. M., Joseph, S., Herold, M., Avitabile, V., Goodman, R. M., Raumonen, P. & Burt, A., 2015, Proceedings of SilviLaser 2015: 14th conference on Lidar Applications for Assessing and Managing Forest Ecosystems. p. 119-121

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

5 Citations (Scopus)

Utilizing the global land cover 2000 reference dataset for a comparative accuracy assessment of global 1 km land cover maps

Schultz, M., Tsendbazar, N. E., Herold, M., Jung, A., Mayaux, P. & Goehman, H., 2015, 36th International Symposium on Remote Sensing of Environment. ISPRS, p. 503-510 (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. XL-7/W3).

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

Open Access
accuracy assessment
land cover
homogeneity
IGBP
2014

Mapping canopy chlorophyll content of potatoes by Sentinel-2 as simulated with RapidEye images

Clevers, J. G. P. W. & Kooistra, L., 2014, Sentinel-2 for Science Workshop. ESA-ESRIN, p. 7

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

Open Access
2013

Application of social media in a regional design competition: a case study in the Netherlands

de Waal, R. M., Kempenaar, J., van Lammeren, R. J. A. & Stremke, S., 2013, Proceedings of the 14th International Conference on Information Technologies in Landscape Architecture, DLA Conference 2013. Anhalt: Wichmann Verlag, p. 186-200

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

Open Access
social media
Netherlands
participation
planning
landscape planning
2 Citations (Scopus)

Assessing error sources for Landsat time series analysis for tropical test sites in Viet Nam and Ethiopia

Schultz, M., Verbesselt, J., Herold, M. & Avitabile, V., 2013, Earth Resources and Environmental Remote Sensing/GIS Applications IV, 23-25 September, 2013, Dresden, Germany. Dresden, Germany, Vol. 8893. p. 11

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

time series analysis
Landsat
time series
haze
United Nations

Automating standards based metadata creation using free and open source GIS tools

Ellull, C. D., Tamash, N., Xian, F., Stuiver, H. J. & Rickles, P., 2013, Proceedings of the GIS Research UK 21st Annual Conference (GISRUK 2013). p. 8

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

Open Access
metadata
GIS
software
5 Citations (Scopus)

Challenges in operationalizing remote sensing in climate change mitigation projects in developing countries

Joseph, S., Herold, M., Sunderlin, W. D. & Verchot, L. V., 2013, Proceedings International Geoscience and Remote Sensing Symposium (IGARSS 2013), Melbourne, Australia, 21-26 July 2013. Melbourne, Australia: IEEE, p. 2752-2755

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

Crop monitoring using a light-weight hyperspectral mapping system for unmanned aerial vehicles: first results for the 2013 season

Kooistra, L., Suomalainen, J. M., Iqbal, S., Franke, G. J., Wenting, P. F. M., Bartholomeus, H., Mücher, C. A. & Becker, R., 2013, UAV-based Remote Sensing Methods for Monitoring Vegetation, 9-10 September 2013, Cologne - Germany. Keulen, Germany: University of Cologne, p. 7

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