Personal profile
Personal profile
I received a PhD in Forestry and Agriculture from the Technical University of Madrid. During my dissertation I developed a framework to assess the spatial and temporal variability of different environmental processes, such as forest fires, drought, vegetation dynamics, across different ecoregions, using statistical time series analysis applied to multispectral time series data. After my Ph.D., I received a postdoctoral scholar position at the University of California, Davis (USA), in the centre for spatial technologies and remote sensing (CSTARS), where I began working with imaging spectroscopy and LiDAR data. During this time, I was focused on combining several types of remote sensing data, such as multispectral, hyperspectral, LiDAR and UAV data, with in situ measurements to develop models for assessing biodiversity, drought effects, evapotranspiration, vegetation structure, functional traits, and tree mortality among others in very different ecosystems such as Mediterranean savannas, mix broadleaf-conifer forest, alpine forest, wetland o tropical forest.
Research interests
or my future research plans, I am interested in:
(1) understanding the spatial and temporal variability in ecosystem functioning under global climate change scenarios and its relationship with biodiversity loss and the effect in natural resources;
(2) developing robust spatial and temporal models for monitoring and forecasting forest dynamics under the influence of several disturbance factors, such as forest fires, insect attacks, invasive species, and drought, among others;
(3) determining how we can apply each type of remote sensing data to improve our knowledge of ecosystem processes and develop a monitoring system that allows for upscaling and downscaling from local to global level.
Keywords
- SD Forestry
Climate Expert Keywords
- Earth Observation and Remote Sensing
- Environmental Sciences
- Past
- Present
- Future
- Biodiversity and Ecosystems
- Disasters
- Drought and Heat
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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ESA MOSAIC: Ecosystem Monitoring and Scaling for Climate Change Impacts
Neinavaz, E. (PI), Nyktas, P. (CoI), Abdullah, H. J. (CoI), Huesca Martinez, M. (CoI), Groen, T. (CoI) & Darvish (Darvishzadeh), R. (CoI)
9/10/25 → 31/12/27
Project: Research
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OBSGESSION: Observation of Ecosystem Changes for Action
Huesca Martinez, M. (CoI), Abdullah, H. J. (CoI), Neinavaz, E. (CoI), Siegenthaler, A. (CoI), Darvish (Darvishzadeh), R. (CoI) & Huesca Martinez, M. (PI)
1/01/24 → 31/03/28
Project: Research
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BIOSPACE: Monitoring Biodiversity from Space
Skidmore, A. (PI), Cheng, Y. (CoI), Diakaki, M. (CoI), Duan, Y. (CoI), Lock, M. C. (CoI), Rousseau, M. (CoI), Torres Rodriguez, A. (CoI), Adiningrat, D. P. (CoI), Siegenthaler, A. (CoI), Sutcliffe, B. (CoI), Zhu, X. (CoI), Figueroa Sanchez, L. A. (CoI), Abdullah, H. J. (CoI), Darvish (Darvishzadeh), R. (CoI), Neinavaz, E. (CoI), Nyktas, P. (CoI), Schlund, M. (CoI), Huesca Martinez, M. (CoI), Wang, T. (CoI), de Groot, A. (CoI), Laros, I. (CoI) & Chariton, A. (CoI)
1/09/19 → 1/09/24
Project: Research
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Assessing drought-induced tree mortality in open Mediterranean forests integrating landsat time series, spectral unmixing, and UAS validation
Raunak, A., Huesca, M., Nyktas, P. & Paris, C., 5 Mar 2026, In: Remote sensing. 18, 5Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Fusing airborne VNIR–SWIR–thermal data for early detection of European spruce bark beetle green attack
Abdullah, H., Skidmore, A. K., Darvishzadeh, R., Neinavaz, E., Huesca Martinez, M., Reusen, I. & Heurich, M., 3 Jun 2026.Research output: Contribution to conference › Abstract › Academic
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Hyperspectral remote sensing and environmental DNA for assessing soil bacterial alpha diversity in temperate forests
Abdullah, H., Skidmore, A. K., Siegenthaler, A., Huesca Martinez, M., Darvishzadeh, R. & Neinavaz, E., 27 Jun 2025.Research output: Contribution to conference › Poster › Academic
Open AccessFile53 Downloads (Pure) -
Integrating process-based vegetation modelling with high-resolution imagery to assess bark beetle infestation and land surface temperature effects on forest net primary productivity
Abdullah, H., Neinavaz, E., Darvishzadeh, R., Huesca Martinez, M., Skidmore, A. K., Lindeskog, M., Smith, B., Heurich, M., Steinbrecher, R. & Paganini, M., Jan 2025, In: Remote Sensing Applications: Society and Environment. 37, 15 p., 101499.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)58 Downloads (Pure) -
Leveraging educational partnerships to integrate education for sustainable development into university geoscience curriculum
Maganini, M., Herndon, K. E., Loran, T. M., Griffin, R. E., Anderson, E. R., van der Meer, F. D., Darvishzadeh, R., Paris, C., Rietbroek, R., Huesca Martinez, M. & Schlund, M., 5 Mar 2025, In: International journal of sustainability in higher education. 26, 9, p. 131-148 18 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)28 Downloads (Pure)
Datasets
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Fire Probability Index (FPI) – Tambacounda, Senegal, 1999-2024
Prikaziuk, E. (Creator), Huesca Martinez, M. (Creator), van Westen, C. (Creator) & Manzella, I. (Creator), Zenodo, 14 Apr 2025
DOI: 10.5281/zenodo.15212767, https://zenodo.org/records/15212767 and 2 more links, https://zenodo.org/records/15212768, https://doi.org/10.5281/zenodo.15212768 (show fewer)
Dataset
Prizes
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Inclusive Earth Observation (EO4all)
Darvish (Darvishzadeh), R. (Recipient), Belgiu, M. (Recipient), Kuffer, M. (Recipient), Koeva, M. (Recipient), Aguilar Bolivar, R. M. (Recipient), Huesca Martinez, M. (Recipient), Al Asmar, Y. Y. Q. (Recipient) & Neinavaz, E. (Recipient), 2022
Prize: Honorary award
Press/Media
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Earth Observation for Biodiversity Modelling (EO4Diversity)
Skidmore, A. K., Darvish (Darvishzadeh), R. & Huesca Martinez, M.
29/06/21
1 Media contribution
Press/Media: Research