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List of works by Martin Herold

3D-Integrated Multi-Sensor Demonstrator System for Environmental Monitoring

50 years of water extraction in the Pampa del Tamarugal basin: Can Prosopis tamarugo trees survive in the hyper-arid Atacama Desert (Northern Chile)?

article

A Bayesian Approach to Combine Landsat and ALOS PALSAR Time Series for Near Real-Time Deforestation Detection

A Downsampling Method Addressing the Modifiable Areal Unit Problem in Remote Sensing

A comprehensive framework for assessing the accuracy and uncertainty of global above-ground biomass maps

scholarly article

A global analysis of multifaceted urbanization patterns using Earth Observation data from 1975 to 2015

A global land-cover validation data set, II: augmenting a stratified sampling design to estimate accuracy by region and land-cover class

article

A global land-cover validation data set, part I: fundamental design principles

article by Pontus Olofsson et al published 29 March 2012 in International Journal of Remote Sensing

A high-resolution and harmonized model approach for reconstructing and analysing historic land changes in Europe

article

A review of forest and tree plantation biomass equations in Indonesia

article

A robust approach for phenological change detection within satellite image time series

A spatiotemporal geostatistical hurdle model approach for short-term deforestation prediction

Aboveground forest biomass varies across continents, ecological zones and successional stages: refined IPCC default values for tropical and subtropical forests

scientific article

Addressing the need for improved land cover map products for policy support

scientific article published on 01 October 2020

Advancing agricultural greenhouse gas quantification*

Agriculture-driven deforestation in the tropics from 1990–2015: emissions, trends and uncertainties

Aiming for Sustainability and Scalability: Community Engagement in Forest Payment Schemes

An architectural understanding of natural sway frequencies in trees

scientific article published on 05 June 2019

An assessment of data sources, data quality and changes in national forest monitoring capacities in the Global Forest Resources Assessment 2005–2020

scientific article published on 04 January 2021

An assessment of deforestation and forest degradation drivers in developing countries

scientific article

An empirical spatiotemporal description of the global surface-atmosphere carbon fluxes: opportunities and data limitations

An expert system model for mapping tropical wetlands and peatlands reveals South America as the largest contributor

scientific article

An integrated pan-tropical biomass map using multiple reference datasets ⬇️

scientific article published on 25 October 2015

Assessing Amazon rainforest regrowth with GEDI and ICESat-2 data

Assessing Water Stress of Desert Tamarugo Trees Using in situ Data and Very High Spatial Resolution Remote Sensing

Assessing a Prototype Database for Comprehensive Global Aquatic Land Cover Mapping

Assessing capacities of non-Annex I countries for national forest monitoring in the context of REDD+

Assessing change in national forest monitoring capacities of 99 tropical countries

article

Assessing effects of temporal compositing and varying observation periods for large-area land-cover mapping in semi-arid ecosystems: Implications for global monitoring

scholarly article

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

scholarly article published 24 October 2013

Assessing the influence of historic net and gross land changes on the carbon fluxes of Europe.

scientific article published on 14 December 2015

Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI

Assessment of deforestation drivers and national carbon emissions using remote sensing analysis

BFAST Lite: A Lightweight Break Detection Method for Time Series Analysis

Bias in lidar-based canopy gap fraction estimates

article

Biodiversity Monitoring in Changing Tropical Forests: A Review of Approaches and New Opportunities

article

Capacity Development for Use of Remote Sensing for REDD+ MRV Using Online and Offline Activities: Impacts and Lessons Learned

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

article

Characterizing Forest Change Using Community-Based Monitoring Data and Landsat Time Series

scientific article

Climate-smart land use requires local solutions, transdisciplinary research, policy coherence and transparency

Co-limitation towards lower latitudes shapes global forest diversity gradients

scientific article published in 2022

Combining Satellite Data and Community-Based Observations for Forest Monitoring

Comparing methods for assessing the effectiveness of subnational REDD+ initiatives

Comparing terrestrial laser scanning and unmanned aerial vehicle structure from motion to assess top of canopy structure in tropical forests.

scientific article

Comparison of Satellite-Derived Land Surface Temperature and Air Temperature from Meteorological Stations on the Pan-Arctic Scale

Connecting Earth observation to high-throughput biodiversity data

article by Alex Bush et al published 22 June 2017 in Nature Ecology and Evolution

Continuous monitoring of forest change dynamics with satellite time series

scientific article published in 2022

Copernicus Global Land Cover Layers—Collection 2

scientific article published on 24 March 2020

Data acquisition considerations for Terrestrial Laser Scanning of forest plots

scholarly article by Phil Wilkes et al published July 2017 in Remote Sensing of Environment

Design and Implementation of an Interactive Web-Based Near Real-Time Forest Monitoring System

scientific article

Detecting leaf pulvinar movements on NDVI time series of desert trees: a new approach for water stress detection.

scientific article

Disentangling the numbers behind agriculture-driven tropical deforestation

scientific article published on 9 September 2022

Does the Normalized Difference Vegetation Index explain spatial and temporal variability in sap velocity in temperate forest ecosystems?

scientific article

Dual Polarimetric SAR Covariance Matrix Estimation Using Deep Learning

Earth observations for estimating greenhouse gas emissions from deforestation in developing countries

article

Effects of clumping on modelling LiDAR waveforms in forest canopies

Envisioning REDD+ in a post-Paris era: between evolving expectations and current practice

Estimating aboveground net biomass change for tropical and subtropical forests: Refinement of IPCC default rates using forest plot data

scientific article published on 16 August 2019

Estimating architecture-based metabolic scaling exponents of tropical trees using terrestrial LiDAR and 3D modelling

scientific article published in 2019

Estimation of above-ground biomass of large tropical trees with terrestrial LiDAR

scientific article published in 2017

Examining the link between vegetation leaf area and land–atmosphere exchange of water, energy, and carbon fluxes using FLUXNET data

scientific article published on 04 September 2020

Exploiting synergies of global land cover products for carbon cycle modeling

article

Exploring Archetypes of Tropical Fire-Related Forest Disturbances Based on Dense Optical and Radar Satellite Data and Active Fire Alerts

Exploring different forest definitions and their impact on developing REDD+ reference emission levels: A case study for Indonesia

article

Export-oriented deforestation in Mato Grosso: harbinger or exception for other tropical forests?

scientific article published on 22 April 2013

Feature Level Fusion of Multi-Temporal ALOS PALSAR and Landsat Data for Mapping and Monitoring of Tropical Deforestation and Forest Degradation

Finite element analysis of trees in the wind based on terrestrial laser scanning data

Forest biomass retrieval approaches from earth observation in different biomes

Forest disturbance alerts for the Congo Basin using Sentinel-1

scientific article published in 2021

Forest disturbance and recovery in Peruvian Amazonia

scientific article published in 2023

Forest tree species distribution for Europe 2000-2020: mapping potential and realized distributions using spatiotemporal Machine Learning

Forest tree species distribution for Europe 2000–2020: mapping potential and realized distributions using spatiotemporal Machine Learning

Foreword to the special issue on earth observation approaches for large area land monitoring with multiple sensors and resolutions

scientific article published in October 2013

Free and open-access satellite data are key to biodiversity conservation

article by W. Turner et al published February 2015 in Biological Conservation

Fusing Landsat and SAR time series to detect deforestation in the tropics

scholarly article by Johannes Reiche et al published January 2015 in Remote Sensing of Environment

Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data

Global data and tools for local forest cover loss and REDD+ performance assessment: Accuracy, uncertainty, complementarity and impact

Global land characterisation using land cover fractions at 100 m resolution

scholarly article

Global land use changes are four times greater than previously estimated

Global maps of twenty-first century forest carbon fluxes

scientific article published on 21 January 2021

Good practices for estimating area and assessing accuracy of land change

article

Gross changes in reconstructions of historic land cover/use for Europe between 1900 and 2010.

scientific article

High aboveground carbon stock of African tropical montane forests

scientific article published on 25 August 2021

Hotspots of gross emissions from the land use sector: patterns, uncertainties, and leading emission sources for the period 2000–2005 in the tropics

scientific article published in 2016

Human migration, climate variability, and land degradation: hotspots of socio-ecological pressure in Ethiopia

scholarly article by Kathleen Hermans-Neumann et al published 3 February 2017 in Regional Environmental Change

Identifying and Quantifying the Abundance of Economically Important Palms in Tropical Moist Forest Using UAV Imagery

scientific article published on 18 December 2019

Implementation of BFASTmonitor Algorithm on Google Earth Engine to Support Large-Area and Sub-Annual Change Monitoring Using Earth Observation Data

Implications of sensor configuration and topography on vertical plant profiles derived from terrestrial LiDAR

article

Improving Forest Baseline Maps in Tropical Wetlands Using GEDI-Based Forest Height Information and Sentinel-1

Improving near-real time deforestation monitoring in tropical dry forests by combining dense Sentinel-1 time series with Landsat and ALOS-2 PALSAR-2

scholarly article by Johannes Reiche et al published January 2018 in Remote Sensing of Environment

Improving the characterization of global aquatic land cover types using multi-source earth observation data

scholarly article

Influence of solar zenith angle on the enhanced vegetation index of a Guyanese rainforest

scholarly article by Benjamin Brede et al published 30 September 2015 in Remote Sensing Letters

Integrated assessment of deforestation drivers and their alignment with subnational climate change mitigation efforts

scientific article published on 16 September 2020

Integrating global land cover datasets for deriving user-specific maps

Integrating in-situ, Landsat, and MODIS data for mapping in Southern African savannas: experiences of LCCS-based land-cover mapping in the Kalahari in Namibia

scientific article

Intensification of dairy production can increase the GHG mitigation potential of the land use sector in East Africa

scientific article published on 19 November 2019

Interdisciplinary perspectives on REDD+

Intra-Annual Identification of Local Deforestation Hotspots in the Philippines Using Earth Observation Products

Intra-annual relationship between precipitation and forest disturbance in the African rainforest

scientific article published in 2022

Investigating assumptions of crown archetypes for modelling LiDAR returns

scientific article published in 2013

Land Restoration in Latin America and the Caribbean: An Overview of Recent, Ongoing and Planned Restoration Initiatives and Their Potential for Climate Change Mitigation

scientific article published on 17 June 2019

Land Use and Land Cover Area Estimates From Class Membership Probability of a Random Forest Classification

Land management: data availability and process understanding for global change studies

scientific article

Landsat continuity: Issues and opportunities for land cover monitoring

scientific article published in 2008

Large scale land acquisitions and REDD+: a synthesis of conflicts and opportunities

Linking community-based and national REDD+ monitoring: a review of the potential

article

Mapping biomass with remote sensing: a comparison of methods for the case study of Uganda ⬇️

scientific article published on October 7, 2011

Mapping the Leaf Economic Spectrum across West African Tropical Forests Using UAV-Acquired Hyperspectral Imagery

scientific article

Maps highlight urban-rural differences in achieving Sustainable Development Goals

Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests

scientific article published on 06 February 2019

Mobile devices for community-based REDD+ monitoring: a case study for Central Vietnam.

scientific article published on 20 December 2012

Models meet data: Challenges and opportunities in implementing land management in Earth system models.

scientific article published on 13 December 2017

Monitoring Forest Phenology and Leaf Area Index with the Autonomous, Low-Cost Transmittance Sensor PASTiS-57

scientific article published on 02 July 2018

Monitoring forest cover loss using multiple data streams, a case study of a tropical dry forest in Bolivia

scholarly article by Loïc Paul Dutrieux et al published September 2015 in ISPRS Journal of Photogrammetry and Remote Sensing

Monitoring spring phenology with high temporal resolution terrestrial LiDAR measurements

Monitoring, reporting and verification for national REDD + programmes: two proposals

Multi-gas and multi-source comparisons of six land use emission datasets and AFOLU estimates in the Fifth Assessment Report, for the tropics for 2000–2005

article

Native diversity buffers against severity of non-native tree invasions

scientific article published on 23 August 2023

Near real-time disturbance detection using satellite image time series

scientific article published in 2012

New global land cover mapping exercise in the framework of the ESA Climate Change Initiative

scholarly article published July 2012

New perspectives on the ecology of tree structure and tree communities through terrestrial laser scanning.

scientific article published on 16 February 2018

Non-destructive estimation of individual tree biomass: Allometric models, terrestrial and UAV laser scanning

scholarly article

Non-destructive tree volume estimation through quantitative structure modelling: Comparing UAV laser scanning with terrestrial LIDAR

scholarly article

Nondestructive estimates of above-ground biomass using terrestrial laser scanning

article

On the Suitability of MODIS Time Series Metrics to Map Vegetation Types in Dry Savanna Ecosystems: A Case Study in the Kalahari of NE Namibia

article by Christian Hüttich et al published 30 September 2009 in Remote Sensing

Options for a National Framework for Benefit Distribution and Their Relation to Community-Based and National REDD+ Monitoring

Options for monitoring and estimating historical carbon emissions from forest degradation in the context of REDD+.

scientific article

Pan-Arctic Climate and Land Cover Trends Derived from Multi-Variate and Multi-Scale Analyses (1981–2012)

Pan-Arctic Land Cover Mapping and Fire Assessment for the ESA Data User Element Permafrost

scholarly article by Marcel Urban et al published 1 August 2010 in Photogrammetrie, Fernerkundung, Geoinformation

Peering through the thicket: Effects of UAV LiDAR scanner settings and flight planning on canopy volume discovery

Preface: Time series analysis imagery special issue

scientific article published in 2020

Quantifying branch architecture of tropical trees using terrestrial LiDAR and 3D modelling

article by Alvaro Lau et al published 25 May 2018 in Trees

Quantifying forest dynamics in a free-air CO2 enrichment experiment using terrestrial laser scanning

Quantifying the effect of forest age in annual net forest carbon balance

scholarly article

REDD+ and climate smart agriculture in landscapes: A case study in Vietnam using companion modelling.

scientific article

Rapid remote monitoring reveals spatial and temporal hotspots of carbon loss in Africa’s rainforests

scholarly article

Reducing emissions from agriculture to meet the 2 °C target

scientific article

Remotely sensed resilience of tropical forests

Research priorities in land use and land-cover change for the Earth system and integrated assessment modelling

article

Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations

scientific article published in 2017

Robust monitoring of small-scale forest disturbances in a tropical montane forest using Landsat time series

scholarly article by Ben DeVries et al published May 2015 in Remote Sensing of Environment

Shifts in regional water availability due to global tree restoration

scientific article published on 11 May 2022

Space-time detection of deforestation, forest degradation and regeneration in montane forests of Eastern Tanzania

Spatial Accuracy Assessment and Integration of Global Land Cover Datasets

Spatial and temporal deep learning methods for deriving land-use following deforestation: A pan-tropical case study using Landsat time series

scientific article published in 2021

Spatio-temporal assessment of beech growth in relation to climate extremes in Slovenia – An integrated approach using remote sensing and tree-ring data

scientific article published in 2020

Spatio‐temporal dynamics in California's Central Valley: Empirical links to urban theory

article

Spectral characteristics of asphalt road aging and deterioration: implications for remote-sensing applications

scientific article published on July 2005

Spectrometry for urban area remote sensing—Development and analysis of a spectral library from 350 to 2400 nm

article

Sub-annual tropical forest disturbance monitoring using harmonized Landsat and Sentinel-2 data

Synergies of multiple remote sensing data sources for REDD+ monitoring

article by Veronique De Sy et al published December 2012 in Current Opinion in Environmental Sustainability

Synthesis and Review: Advancing agricultural greenhouse gas quantification

article

The Importance of Consistent Global Forest Aboveground Biomass Product Validation

scientific article published on 30 May 2019

The Need for Improved Maps of Global Cropland

article by Steffen Fritz et al published 15 January 2013 in Eos

The Use of Remote Sensing and Landscape Metrics to Describe Structures and Changes in Urban Land Uses

article by Martin Herold et al published August 2002 in Environment and Planning A: Economy and Space

The contribution of sectoral climate change mitigation options to national targets: a quantitative assessment of dairy production in Kenya

scholarly article by Patric Brandt et al published 23 February 2018 in Environmental Research Letters

The feasibility of local participation in Measuring, Reporting and Verification (PMRV) for REDD.

scientific article

The global forest above-ground biomass pool for 2010 estimated from high-resolution satellite observations

scientific article

The integration of empirical, remote sensing and modelling approaches enhances insight in the role of biodiversity in climate change mitigation by tropical forests

article

The number of tree species on Earth

scientific article

The potential of old maps and encyclopaedias for reconstructing historic European land cover/use change

article published in 2015

The role of spatial metrics in the analysis and modeling of urban land use change

article

The spatiotemporal form of urban growth: measurement, analysis and modeling

article

Thirty Years of Land Cover and Fraction Cover Changes over the Sudano-Sahel Using Landsat Time Series

Towards a comprehensive and consistent global aquatic land cover characterization framework addressing multiple user needs

scientific article published in 2020

Towards operational validation of annual global land cover maps

scientific article published in 2021

Tracking disturbance-regrowth dynamics in tropical forests using structural change detection and Landsat time series

article

Transitioning from change detection to monitoring with remote sensing: A paradigm shift

scientific article published in 2020

Tropical Forest Monitoring: Challenges and Recent Progress in Research

Tropical deforestation and greenhouse gas emissions

scientific article

Tropical deforestation drivers and associated carbon emission factors derived from remote sensing data

scientific article published on 22 August 2019

UAV-Laser Scanning based Metrics for Individual Tree Volume Estimation across Forest Types

Uncertainties of modeling gross primary productivity over Europe: A systematic study on the effects of using different drivers and terrestrial biosphere models

article

Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia

Using spatial context to improve early detection of deforestation from Landsat time series

scholarly article by Eliakim Hamunyela et al published January 2016 in Remote Sensing of Environment

Variation in aboveground biomass in forests and woodlands in Tanzania along gradients in environmental conditions and human use

scientific article published on 24 February 2021

Why do forest products become less available?A pan-tropical comparison of drivers of forest-resource degradation

article by Kathleen Hermans-Neumann et al published 1 December 2016 in Environmental Research Letters

Will REDD+ work? The need for interdisciplinary research to address key challenges

article

Workshop Report: Science solutions to policy challenges for evolving REDD+ measuring, reporting and verification requirements: report from a multistakeholder workshop

article

deSpeckNet: Generalizing Deep Learning-Based SAR Image Despeckling

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