Research output per year
Research output per year
- 1 - 50 out of 150 results
Search results
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2024
Comparative Evaluation of XAI Methods for Transparent Crop Yield Estimation Using CNN
Venugopal, A., Farnaghi, M. & Zurita-Milla, R., 12 Jul 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. Athens: IEEE, p. 7478-7482 5 p. 10641426Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Modeling spatiotemporal domestic wastewater variability: Implications for measuring treatment efficiency
DelaPaz-Ruíz, N., Augustijn, E.-W., Farnaghi, M. & Zurita-Milla, R., Feb 2024, In: Journal of environmental management. 351, 12 p., 119680.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile36 Downloads (Pure) -
2023
Spatial+: A new cross-validation method to evaluate geospatial machine learning models
Wang, Y., Khodadadzadeh, M. & Zurita-Milla, R., Jul 2023, In: International Journal of Applied Earth Observation and Geoinformation. 121, 103364.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Citations (Scopus)41 Downloads (Pure) -
Spatiotemporal domestic wastewater variability: Assessing implications of population mobility in pollutants dynamics
DelaPaz-Ruíz, N., Augustijn, E.-W., Farnaghi, M. & Zurita-Milla, R., 6 Jun 2023, In: AGILE: GIScience Series. 4, 23.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile34 Downloads (Pure) -
Towards an open digital twin of soil-plant system following Open Science
Zeng, Y., Alidoost, F., Schilperoort, B., Liu, Y., Grootes, M. W., Wang, Y., Song, Z., Yu, D., Tang, E., Han, Q., van der Tol, C., Zurita-Milla, R., Yang, M. Y., Girgin, S., Dzigan, Y. & Su, Z., 26 Feb 2023.Research output: Contribution to conference › Abstract › Academic
Open AccessFile63 Downloads (Pure) -
2022
CGC: a scalable Python package for co- and tri-clustering of geodata cubes
Nattino, F., Ku, O., Grootes, M. W., Izquierdo-Verdiguier, E., Girgin, S. & Zurita-Milla, R., 10 Apr 2022, In: Journal of open source software. 7, 72, 7 p., 4032.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile75 Downloads (Pure) -
Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle
Borsci, S., Lehtola, V. V., Nex, F. C., Yang, M. Y., Augustijn, P. W. M., Bagheriye, L., Brune, C., Kounadi, O., Li, J. J., Rebelo Moreira, J. L., Van der Nagel, J., Veldkamp, B. P., Le, D. V., Wang, M., Wijnhoven, F., Wolterink, J. M. & Zurita-Milla, R., 22 Jan 2022, In: AI & society. 38, 4, p. 1465-1484 20 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Citations (Scopus)179 Downloads (Pure) -
Space in, space out for everything there is a season
Zurita-Milla, R., Sept 2022, Enschede: University of Twente.Research output: Book/Report › Inaugural speech › Academic
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2021
Identifying spatiotemporal patterns in land use and cover samples from satellite image time series
Alves dos Santos, L., Ferreira, K., Picoli, M., Camara, G., Zurita-Milla, R. & Augustijn, P. W. M., 4 Mar 2021, In: Remote sensing. 13, 5, p. 1-21 21 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Citations (Scopus)208 Downloads (Pure) -
ITC's strategic plan for Open Science 2021-2025: towards an open future
Konkol, M., Chang, L., Da Silva Mano, A., Deon, F., Koelen, M., Korringa, D., Mettinkhof, R., Nelson, A. D., Ostermann, F. O., Rietbroek, R., van der Werff, H. M. A., Venus, V. & Zurita-Milla, R., 19 Jul 2021, University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 22 p.Research output: Book/Report › Report › Academic
Open AccessFile325 Downloads (Pure) -
Open Educational Resources: Basic concepts, challenges, and business models
Konkol, M., Jager - Ringoir, K. A. & Zurita-Milla, R., 2021, Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 14 p.Research output: Book/Report › Report › Professional
Open AccessFile340 Downloads (Pure) -
Technological opportunities for sensing of the health effects of weather and climate change: a state-of-the-art-review
Anderson, V., Leung, A. C. W., Mehdipoor, H., Jänicke, B., Milošević, D., Oliveira, A., Manavvi, S., Kabano, P., Dzyuban, Y., Aguilar, R., Agan, P. N., Kunda, J. J., De França Carvalho Fonsêca, V., Garcia Chapeton, G. A., Nascimento, S. T. & Zurita-milla, R., Jun 2021, In: International Journal of Biometeorology. 65, 6, p. 779-803 25 p.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile20 Citations (Scopus)197 Downloads (Pure) -
Towards wide-scale adoption of open science practices: The role of open science communities
Armeni, K., Brinkman, L., Carlsson, R., Eerland, A., Fijten, R., Fondberg, R., Heininga, V. E., Heunis, S., Koh, W. Q., Masselink, M., Moran, N., Baoill, A. Ó., Sarafoglou, A., Schettino, A., Schwamm, H., Sjoerds, Z., Teperek, M., Van Den Akker, O. R., Van't Veer, A. & Zurita-milla, R., 1 Oct 2021, In: Science and public policy. 48, 5, p. 605-611 7 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile39 Citations (Scopus)81 Downloads (Pure) -
2020
A multiscale random forest kernel for land cover classification
Zafari, A., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 28 May 2020, In: IEEE Journal of selected topics in applied earth observations and remote sensing. 13, p. 2842-2852 11 p., 9103198.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Citations (Scopus)45 Downloads (Pure) -
An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing
Izquierdo-verdiguier, E. & Zurita-milla, R., 1 Jun 2020, In: International Journal of Applied Earth Observation and Geoinformation. 88, p. 1-13 13 p., 102051.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile98 Citations (Scopus)175 Downloads (Pure) -
An interactive analysis of users, use and usability of phenological information
Zurita-Milla, R., Garcia De Cortazar-Atauri, I. & Izquierdo Verdiguier, E., 4 May 2020, p. s1-s5. 5 p.Research output: Contribution to conference › Other › Academic
Open AccessFile182 Downloads (Pure) -
An interactive web-based geovisual analytics platform for co-clustering spatio-temporal data
Wu, X., Poorthuis, A., Zurita-Milla, R. & Kraak, M. J., Apr 2020, In: Computers & geosciences. 137, 27 p., 104420.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Citations (Scopus)79 Downloads (Pure) -
An overview of clustering methods for geo-referenced time series: from one-way clustering to co- and tri-clustering
Wu, X., Cheng, C., Zurita-Milla, R. & Song, C., 1 Sept 2020, In: International journal of geographical information science. 34, 9, p. 1822-1848 27 p.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile30 Citations (Scopus)329 Downloads (Pure) -
Clustering geo-data cubes
Zurita-Milla, R., Izquierdo Verdiguier, E., Girgin, S., Nattino, F., Ku, O., Grootes, M. W. & Goncalves, R., 4 Sept 2020, p. S1-S16. 16 p.Research output: Contribution to conference › Other › Academic
Open AccessFile122 Downloads (Pure) -
Clustering Geo-Data Cubes (CGC): A Clustering Tool for Geospatial Applications
Nattino, F. (Developer), Ku, O. (Developer), Grootes, M. W. (Developer), Goncalves, R. (Developer), Izquierdo Verdiguier, E. (Developer), Girgin, S. (Developer) & Zurita-Milla, R. (Developer), 2020Research output: Non-textual form › Software › Academic
Open Access -
Exploring Spring Onset at Continental Scales: Mapping Phenoregions and Correlating Temperature and Satellite-Based Phenometrics
Zurita-Milla, R., Goncalves, R., Izquierdo-Verdiguier, E. & Ostermann, F. O., 1 Sept 2020, In: IEEE Transactions on Big Data. 6, 3, p. 583-593 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile120 Downloads (Pure) -
Gross Primary Production and false spring: a spatio-temporal analysis
Izquierdo-Verdiguier, E., Zurita-Milla, R., Moreno-Martinez, A., Camps-Valls, G., Klisch, A., Atzberger, C. G. & Running, S. W., 4 May 2020. 1 p.Research output: Contribution to conference › Abstract › Academic
Open AccessFile113 Downloads (Pure) -
Land Cover Classification Using Extremely Randomized Trees: A Kernel Perspective
Zafari, A., Zurita-Milla, R. & Izquierdo Verdiguier, E., 2020, In: IEEE geoscience and remote sensing letters. 17, 10, p. 1702-1706 5 p.Research output: Contribution to journal › Letter › Academic › peer-review
Open AccessFile15 Citations (Scopus)111 Downloads (Pure) -
The pivotal role of Open Science Communities in the transition to Open Science
Zurita-Milla, R., 30 Sept 2020, p. s1-s14. 14 p.Research output: Contribution to conference › Other › Academic
Open AccessFile17 Downloads (Pure) -
Towards wide-scale adoption of open science practice: The role of open science communities
Armeni, K., Brinkman, L., Carlsson, R., Eerland, A., Fijten, R., Fondberg, R., Heininga, V. E., Heunis, S., Koh, W. Q., Masselink, M., Moran, N., Ó Baoill, A., Sarafoglou, A., Schettino, A., Schwamm, H., Sjoerds, Z., Teperek, M., van den Akker, O. R., Zurita-Milla, R. & van 't Veer, A., Oct 2020, MetaArXiv Preprints, p. 1-35, 35 p.Research output: Working paper › Preprint › Academic
Open AccessFile192 Downloads (Pure) -
2019
Dataset reduction techniques to speed up SVD analyses on big geo-datasets
Bogaardt, L., Goncalves, R., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 26 Jan 2019, In: ISPRS international journal of geo-information. 8, 2, p. 1-13 13 p., 55.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Citations (Scopus)43 Downloads (Pure) -
Evaluating the performance of a Random Forest Kernel for land cover classification
Zafari, A., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 1 Mar 2019, In: Remote sensing. 11, 5, p. 1-20 20 p., 575.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile40 Citations (Scopus)218 Downloads (Pure) -
Exploring differences in spatial patterns and temporal trends of phenological models at continental scale using gridded temperature time-series
Mehdipoor, H., Zurita-Milla, R., Augustijn, P. W. M. & Izquierdo-Verdiguier, E., 12 Nov 2019, In: International Journal of Biometeorology. 64, p. 409-421 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)111 Downloads (Pure) -
Modelling tick bite risk by combining random forests and count data regression models
Garcia-marti, I., Zurita-Milla, R. & Swart, A., 10 Dec 2019, In: PLoS ONE. 14, 12, p. 1-22 22 p., e0216511.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile12 Citations (Scopus)82 Downloads (Pure) -
Teaching Agent-Based Modelling and Machine Learning in an integrated way
Augustijn, P. W. M., Kounadi, O., Kuznecova, T. & Zurita-Milla, R., 16 Sept 2019, p. 1-7. 7 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile948 Downloads (Pure) -
Temporal-Spatial Variation in Questing Tick Activity in the Netherlands: The Effect of Climatic and Habitat Factors
Hartemink, N., Van Vliet, A., Sprong, H., Jacobs, F., Garcia-Martí, I., Zurita-Milla, R. & Takken, W., 1 Jul 2019, In: Vector-Borne and Zoonotic Diseases. 19, 7, p. 494-505 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile12 Citations (Scopus)263 Downloads (Pure) -
2018
A cloud-based multi-temporal ensemble classifier to map smallholder farming systems
Aguilar, R., Zurita-Milla, R., Izquierdo-Verdiguier, E. & de By, R. A., 2018, p. s1-s15. 15 p.Research output: Contribution to conference › Other › Other research output
Open AccessFile20 Downloads (Pure) -
A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems
Aguilar, R. (Corresponding Author), Zurita-Milla, R., Izquierdo-Verdiguier, E. & de By, R. A., 2018, In: Remote sensing. 10, 5, 18 p., 729.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile51 Citations (Scopus)329 Downloads (Pure) -
Analyzing the cross-correlation between the extended spring indices and the AVHRR start of season phenometric
Zurita-Milla, R., Bogaardt, R., Izquierdo-Verdiguier, E. & Goncalves, R., 2018, p. 1.Research output: Contribution to conference › Abstract › Other research output
Open AccessFile12 Downloads (Pure) -
A Spark-based platform to extract phenological information from satellite images
Bakayov, V., Goncalves, R., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 2018, 2018 IEEE 14th International Conference on e-Science (e-Science). p. 354-355 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
9 Downloads (Pure) -
Checking the Consistency of Volunteered Phenological Observations While Analysing Their Synchrony
Mehdipoor, H. (Corresponding Author), Zurita-milla, R., Augustijn, E. & Van Vliet, A., 2018, In: ISPRS international journal of geo-information. 7, 12, 22 p., 487.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Citations (Scopus)123 Downloads (Pure) -
Development and analysis of spring plant phenology products: 36 years of 1-km grids over the conterminous US
Izquierdo-Verdiguier, E. (Corresponding Author), Zurita-Milla, R., Ault, T. R. & Schwartz, M. D., Nov 2018, In: Agricultural and forest meteorology. 262, p. 34-41 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile22 Citations (Scopus)274 Downloads (Pure) -
Identifying favorable spatio-temporal conditions for West Nile virus outbreaks by co-clustering of modis LST idences time series
Andreo, V., Izquierdo-Verdiguier, E., Zurita-Milla, R., Rosà, R., Rizzoli, A. & Papa, A., 5 Nov 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 4670-4673 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
8 Citations (Scopus)10 Downloads (Pure) -
Influence of source and scale of gridded temperature data on modelled spring onset patterns in the conterminous United States
Mehdipoor, H. (Corresponding Author), Zurita-milla, R., Izquierdo-verdiguier, E. & Betancourt, J. L., 30 Nov 2018, In: International journal of climatology. 38, 14, p. 5430-5440 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)121 Downloads (Pure) -
Spatio-temporal Correlation between Gross Primary Production and spring onset
Izquierdo-Verdiguier, E., Moreno, A., Zurita-Milla, R., Camps-Valls, G. & Running, S., 2018, p. 1.Research output: Contribution to conference › Abstract › Other research output
Open AccessFile10 Downloads (Pure) -
Towards A Crowdsourced Supervision Of The Analysis Of User-Generated Geographic Content: Engaging Citizens In Discovering Urban Places
Ostermann, F. O., Garcia-Chapeton, G., Kraak, M. J. & Zurita-Milla, R., 1 Apr 2018, Zenodo, 31 p.Research output: Working paper
Open AccessFile30 Downloads (Pure) -
Triclustering Georeferenced Time Series for Analyzing Patterns of Intra-Annual Variability in Temperature
Wu, X. (Corresponding Author), Zurita-Milla, R. (Corresponding Author), Izquierdo Verdiguier, E. (Corresponding Author) & Kraak, M.-J. (Corresponding Author), 2 Jan 2018, In: Annals of the American Association of Geographers. 108, 1, p. 71-87 17 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile18 Citations (Scopus)237 Downloads (Pure) -
Use of guided regularized random forest for biophysical parameter retrieval
Izquierdo-Verdiguier, E. & Zurita-Milla, R., 5 Nov 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018: Proceedings. IEEE, p. 5776-5779 4 p. 8517920. (IEEE International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile8 Citations (Scopus)68 Downloads (Pure) -
Using volunteered observations to map human exposure to ticks
Garcia-Marti, I. (Corresponding Author), Zurita-Milla, R., Harms, M. G. & Swart, A., 18 Oct 2018, In: Scientific reports. 8, p. 1-10 10 p., 15435.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile25 Citations (Scopus)113 Downloads (Pure) -
Vegetation phenology from Sentinel-2 and field cameras for a Dutch barrier island
Vrieling, A. (Corresponding Author), Meroni, M., Darvishzadeh, R., Skidmore, A. K., Wang, T., Zurita-Milla, R., Oosterbeek, K., O'Connor, B. & Marc, P., 15 Sept 2018, In: Remote sensing of environment. 215, p. 517-529 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile180 Citations (Scopus)575 Downloads (Pure) -
2017
Analysis of pixel- and object-based classification in smallholder farm fields : abstract.
Izquierdo-Verdiguier, E., Zurita-Milla, R. & de By, R. A., 2017. 1 p.Research output: Contribution to conference › Abstract › Other research output
Open Access -
A Tool to Explore Spectral, Spatial and Temporal Features of Smallholder Crops : powerpoint
de By, R. A., Zurita-Milla, R., Pasha Zadeh M., P. & Calisto, L. F., 27 Sept 2017, p. s1-s22.Research output: Contribution to conference › Other › Other research output
Open AccessFile67 Downloads (Pure) -
A Web-Based Interactive Platform for Co-Clustering Spatio-Temporal Data
Wu, X., Poorthuis, A., Zurita-milla, R. & Kraak, M. J., 2017, Proceedings ISPRS Geospatial Week 2017, 18-22 September 2017, Wuhan, China . Li, D. (ed.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 175-179 5 p. (ISPRS Archives; vol. 42-2/W7).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
A Workflow for Automated Satellite Image Processing: from Raw VHSR Data to Object-Based Spectral Information for Smallholder Agriculture
Stratoulias, D., Tolpekin, V., De By, R., Zurita-milla, R., Retsios, V., Bijker, W., Hasan, M. & Vermote, E., 2017, In: Remote sensing. 9, 10, 20 p., 1048.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile23 Citations (Scopus)163 Downloads (Pure) -
Citizen data scientists : an interactive, crowdsourced approach to validation and supervision : powerpoint
Ostermann, F. O., Garcia Chapeton, G. A., Zurita-Milla, R. & Kraak, M. J., 2017, p. 1s-19s. 19 p.Research output: Contribution to conference › Other › Other research output
Open Access