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List of works by Emilio Guirado

A Multi-Temporal Object-Based Image Analysis to Detect Long-Lived Shrub Cover Changes in Drylands

scientific article published on 13 November 2019

A remote sensing-based dataset to characterize the ecosystem functioning and functional diversity in the Biosphere Reserve of Sierra Nevada (SE Spain)

A remote sensing-based dataset to characterize the ecosystem functioning and functional diversity of a Biosphere Reserve: Sierra Nevada (SE Spain)

scientific article published on 7 February 2020

A remote-sensing-based dataset to characterize the ecosystem functioning and functional diversity in the Biosphere Reserve of the Sierra Nevada (southeastern Spain)

scientific article published on 27 April 2023

Aridity Thresholds Determine the Relationships Between Ecosystem Functioning and Remotely Sensed Indicators Across Patagonia

scientific article

Assessment of Multiresolution Segmentation for Extracting Greenhouses from WORLDVIEW-2 Imagery

scientific article published on 20 June 2016

Author Correction: Hotspots of biogeochemical activity linked to aridity and plant traits across global drylands

scientific article published on 30 April 2024

Automatic whale counting in satellite images with deep learning

Biogeography of global drylands

scholarly article

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images ⬇️

scientific article published on 11 November 2020

Can desertification be mapped? Lights and shadows of a challenging task

scientific article

Climate Futures Report: Saudi Arabia in a 3 degrees warmer world

Climate change impacts on plant pathogens, food security and paths forward

scientific article published in 2023

Climate legacies drive the distribution and future restoration potential of dryland forests

scientific article published on 25 July 2022

Complex Policy Mixes are Needed to Cope with Agricultural Water Demands Under Climate Change ⬇️

scientific article published in 2023

Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery ⬇️

scientific article published on 3 June 2017

Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

scientific article published on 26 November 2017

Desertificación: nuevos enfoques para un viejo problema

scientific article

Desertification in Spain: A Sound Diagnosis Unfollowed by Solutions

Desertification in Spain: A Sound Diagnosis without Solutions and New Scenarios

research paper

Desertifying deserts

scientific article published on 22 June 2020

Detecting gypsum caves with microgravity and ERT under soil water content variations (Sorbas, SE Spain)

scientific article published in July 2015

Discarded food and resource depletion

scientific article published on November 2020

Drivers of woody dominance across global drylands

scientific article published on 11 October 2024

Dryland microbiomes reveal community adaptations to desertification and climate change

scientific article published on 29 March 2024

Dung predicts the global distribution of herbivore grazing pressure in drylands

scientific article published on 13 January 2025

Ecohydrological Processes Can Predict Biocrust Cover at Regional But Not Global Scales

Effects of climate change and land use intensification on regional biological soil crust cover and composition in southern Africa

scientific article published in 2022

Environmental thresholds in the functional mycobiome of global drylands

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

scientific article published in November 2020

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

scientific article published in January 2020

Grazing and ecosystem service delivery in global drylands

scientific article published on 25 November 2022

Hotspots of biogeochemical activity linked to aridity and plant traits across global drylands

scientific article published on 12 April 2024

Humidity and low pH boost occurrence of Onygenales fungi in soil at global scale

Increasing numbers of global change stressors reduce soil carbon worldwide

scientific article published on 7 June 2024

Introduction: Drylands. Opportunities, challenges, and threats

scientific article published on 6 April 2022

La vida adaptada a la precariedad: Ecología de las zonas áridas

scientific article published in April 2022

Launching collective science-policy-society strategies to conserve the Ziziphus lotus habitat (Priority Habitat 5220)

scientific article published on 24 April 2020

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors

scientific article

Mediterranean Landscape Re-Greening at the Expense of South American Agricultural Expansion

Modeling carbon dioxide for show cave conservation

scientific article published in June 2019

Monitoring Terrestrial Ecosystem Resilience Using Earth Observation Data: Identifying Consensus and Limitations Across Metrics

scientific article published in March 2025

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

scientific article published on 25 February 2021

Phylotype diversity within soil fungal functional groups drives ecosystem stability

scientific article published on 9 May 2022

Potential of artificial intelligence to advance the study of desertification

scientific article

Prevalence and drivers of abrupt shifts in global drylands: gathering dynamical evidences of aridity thresholds

Relation between beluga whale aggregations and sea temperature on climate change forecasts

scientific article published on 29 February 2024

Remote Sensing-Based Monitoring of Postfire Recovery of Persistent Shrubs: The Case of Juniperus communis in Sierra Nevada (Spain)

scientific article published on 22 December 2022

Remote-sensing-derived fractures and shrub patterns to identify groundwater dependence

scientific article published on 3 January 2018

Resistance of ecosystem services to global change weakened by increasing number of environmental stressors

scientific article published on 23 August 2024

Self-organization as a mechanism of resilience in dryland ecosystems

Self-organization as a mechanism of resilience in dryland ecosystems

scientific article published in February 2024

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

scientific article published on 9 November 2022

Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping

scientific article

Soils in warmer and less developed countries have less micronutrients globally

scientific article published on 28 October 2022

Supplementary material to "A remote sensing-based dataset to characterize the ecosystem functioning and functional diversity in the Biosphere Reserve of Sierra Nevada (SE Spain)"

Temperature thresholds drive the global distribution of soil fungal decomposers

scientific article published on 22 January 2022

Temporal variations on NDVI predict temporal changes in vegetation cover across Patagonian drylands (Argentina)

scientific article

The global biogeography and environmental drivers of fairy circles

scientific article published on 25 September 2023

The global contribution of soil mosses to ecosystem services

The potential of groundwater-dependent ecosystems to enhance soil biological activity and soil fertility in drylands

scientific article

The soil microbiome governs the response of microbial respiration to warming across the globe

scientific article published in December 2023

TimeSpec4LULC: A Global Deep Learning-driven Dataset of MODIS Terra-Aqua Multi-Spectral Time Series for LULC Mapping and Change Detection

scientific article

TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

scientific article published on 30 March 2022

Tree Cover Estimation in Global Drylands from Space Using Deep Learning

scientific article published on 21 January 2020

UV index and climate seasonality explain fungal community turnover in global drylands

scientific article published on 27 November 2022

Uberizing Agriculture in Drylands: A Few Enriched, Everyone Endangered

scientific article published on 15 December 2023

Unforeseen plant phenotypic diversity in a dry and grazed world

scientific article published on 7 August 2024

Unraveling Misunderstandings about Desertification: The Paradoxical Case of the Tabernas-Sorbas Basin in Southeast Spain

scientific article published on 11 August 2020

Vulnerability of mineral-associated soil organic carbon to climate across global drylands

scientific article published on 30 July 2024

Whale counting in satellite and aerial images with deep learning

scientific article published on 03 October 2019

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