Harmonizing Machine Learning Based Phenological Modeling: A Unified Workflow for Comparative Analyses

Authors: Khodadadzadeh, Mahdi, Kalverla, Peter, Zurita-Milla, Raul

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :5333-5336 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Using a Deployable Analysis Environment to Study Continental-Scale Phenology at High-Spatial Resolution

Authors: Nattino, Francesco, Izquierdo-Verdiguier, Emma, Chandramouli, Pranav, Grootes, Meiert W., Ku, Ou, Alidoost, Fakhereh, Zurita-Milla, Raul

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :996-999 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Comparative Evaluation of XAI Methods for Transparent Crop Yield Estimation Using CNN

Authors: Venugopal, Arun, Farnaghi, Mahdi, Zurita-Milla, Raul

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :7478-7482 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

On the use of adversarial validation for quantifying dissimilarity in geospatial machine learning prediction

Authors: Wang, Yanwen, Khodadadzadeh, Mahdi, Zurita-Milla, Raul

Source: GIScience & Remote Sensing, 2025, 62:1, 2460513

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.12575

Wastewater-based epidemiology framework: Collaborative modeling for sustainable disease surveillance

Authors: DelaPaz-Ruíz, Néstor ^{a, ⁎}, Augustijn, Ellen-Wien ^a, Farnaghi, Mahdi ^a, Abdulkareem, Shaheen A. ^b, Zurita-Milla, Raúl ^a

Source: In Science of the Total Environment 10 March 2025 968

Use of Guided Regularized Random Forest for Biophysical Parameter Retrieval

Authors: Izquierdo-Verdiguier, Emma, Zurita-Milla, Raul

Source: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2018 - 2018 IEEE International. :5776-5779 Jul, 2018

Relation: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium

Identifying Favorable Spatio-Temporal Conditions for West Nile Virus Outbreaks by Co-Clustering of Modis LST Indices Time Series

Authors: Andreo, Veronica, Izquierdo-Verdiguier, Emma, Zurita-Milla, Raul, Rosa, Roberto, Rizzoli, Annapaola, Papa, Anna

Source: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2018 - 2018 IEEE International. :4670-4673 Jul, 2018

Relation: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium

Modeling spatiotemporal domestic wastewater variability: Implications for measuring treatment efficiency

Authors: DelaPaz-Ruíz, Néstor ^{a, ∗}, Augustijn, Ellen-Wien ^a, Farnaghi, Mahdi ^a, Zurita-Milla, Raul ^a

Source: In Journal of Environmental Management February 2024 351

Spatial+: A new cross-validation method to evaluate geospatial machine learning models

Authors: Wang, Yanwen, Khodadadzadeh, Mahdi, Zurita-Milla, Raúl

Source: In International Journal of Applied Earth Observation and Geoinformation July 2023 121

On the use of guided regularized random forests to identify crops in smallholder farm fields

Authors: Izquierdo-Verdiguier, Emma, Zurita-Milla, Raul, de By, Rolf A.

Source: 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2017 9th International Workshop on the. :1-3 Jun, 2017

Relation: 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)

Identifying crops in smallholder farms using time series of WorldView-2 images

Authors: Zurita-Milla, Raul, Izquierdo-Verdiguier, Emma, de By, Rolf A.

Source: 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2017 9th International Workshop on the. :1-3 Jun, 2017

Relation: 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)

Introducing co-clustering for hyperspectral image analysis

Authors: Izquierdo-Verdiguier, Emma, Zurita-Milla, Raul

Source: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. :465-468 Jul, 2015

Relation: IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium

A Spark-Based Platform to Extract Phenological Information from Satellite Images

Authors: Bakayov, Viktor, Goncalves, Romulo, Zurita-Milla, Raul, Izquierdo-Verdiguier, Emma

Source: 2018 IEEE 14th International Conference on e-Science (e-Science) E-SCIENCE e-Science (e-Science), 2018 IEEE 14th International Conference on. :354-355 Oct, 2018

Relation: 2018 IEEE 14th International Conference on e-Science (e-Science)

Towards wide-scale adoption of open science practices: The role of open science communities

Authors: Armeni, Kristijan, Brinkman, Loek, Carlsson, Rickard, Eerland, Anita, Fijten, Rianne, Fondberg, Robin, Heininga, Vera E, Heunis, Stephan, Koh, Wei Qi, Masselink, Maurits, Moran, Niall, Baoill, Andrew Ó, Sarafoglou, Alexandra, Schettino, Antonio, Schwamm, Hardy, Sjoerds, Zsuzsika, Teperek, Marta, van den Akker, Olmo R, van't Veer, Anna, Zurita-Milla, Raul

Source: Science and public policy. 48(5):605-611

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100132456413.0x000001&indx=1&recIds=ETOCvdc_100132456413.0x000001

An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing

Authors: Izquierdo-Verdiguier, Emma ^*, Zurita-Milla, Raúl

Source: In International Journal of Applied Earth Observation and Geoinformation June 2020 88

An interactive web-based geovisual analytics platform for co-clustering spatio-temporal data

Authors: Wu, Xiaojing, Poorthuis, Ate, Zurita-Milla, Raul, Kraak, Menno-Jan

Source: In Computers and Geosciences April 2020 137

A Multiscale Random Forest Kernel for Land Cover Classification

Authors: Zafari, Azar, Zurita-Milla, Raul, Izquierdo-Verdiguier, Emma

Source: IEEE journal of selected topics in applied earth observations and remote sensing. 13:2842-2852

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100121536476.0x000001&indx=1&recIds=ETOCvdc_100121536476.0x000001

An overview of clustering methods for geo-referenced time series: from one-way clustering to co- and tri-clustering

Authors: Wu, Xiaojing, Cheng, Changxiu, Zurita-Milla, Raul, Song, Changqing

Source: International journal of geographical information systems. 34(9):1822-1848

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100111277973.0x000001&indx=1&recIds=ETOCvdc_100111277973.0x000001

Land Cover Classification Using Extremely Randomized Trees: A Kernel Perspective

Authors: Zafari, Azar, Zurita-Milla, Raul, Izquierdo-Verdiguier, Emma

Source: IEEE geoscience and remote sensing letters. 17(10):1702-1706

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100107985688.0x000001&indx=1&recIds=ETOCvdc_100107985688.0x000001

Exploring Spring Onset at Continental Scales: Mapping Phenoregions and Correlating Temperature and Satellite-Based Phenometrics

Authors: Zurita-Milla, Raul, Goncalves, Romulo, Izquierdo-Verdiguier, Emma, Ostermann, Frank O.

Source: IEEE transactions on big data. 6(3):583-593

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100106367828.0x000001&indx=1&recIds=ETOCvdc_100106367828.0x000001