Open land cover from OpenStreetMap and remote sensing

No abstract is available for this paper.

• Publication year

  2017

• Venue

  International Journal of Applied Earth Observation and Geoinformation

• Publication date

  2017-12-01

• Fields of study

  Geography, Computer Science, Environmental Science

• Identifiers
  DOI 10.1016/j.jag.2017.07.014
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Spatial Data Quality

  2017cited by this paper
• Generating Up-to-Date and Detailed Land Use and Land Cover Maps Using OpenStreetMap and GlobeLand30

  2017cited by this paper
• A semi-automated approach for the generation of a new land use and land cover product for Germany based on Landsat time-series and Lucas in-situ data

  2017cited by this paper
• CORINE Land Cover Nomenclature

  2016cited by this paper
• Operating procedure for the production of the Global Human Settlement Layer from Landsat data of the epochs 1975, 1990, 2000, and 2014

  2016cited by this paper
• The Anthropocene is functionally and stratigraphically distinct from the Holocene

  2016cited by this paper
• Performance of vegetation indices from Landsat time series in deforestation monitoring

  2016cited by this paper
• An automated methodology for converting OSM data into a Land Use/Cover map

  2016cited by this paper
• A global dataset of crowdsourced land cover and land use reference data

  2016cited by this paper
• Global land cover mapping at 30 m resolution: A POK-based operational approach

  2015cited by this paper
• Quality Assessment of the Contributed Land Use Information from OpenStreetMap Versus Authoritative Datasets

  2015cited by this paper
• Assessing global land cover reference datasets for different user communities

  2015cited by this paper
• An assessment of a collaborative mapping approach for exploring land use patterns for several European metropolises

  2015cited by this paper
• Continuous change detection and classification of land cover using all available Landsat data

  2014cited by this paper
• Good practices for estimating area and assessing accuracy of land change

  2014cited by this paper
• High-Resolution Global Maps of 21st-Century Forest Cover Change

  2013cited by this paper
• Exploratory analysis of OpenStreetMap for land use classification

  2013cited by this paper
• Local spatial context measurements used to explore the relationship between land cover and land use functions

  2013cited by this paper
• ASSESSING VOLUNTEERED GEOGRAPHIC INFORMATION (VGI) QUALITY BASED ON CONTRIBUTORS' MAPPING BEHAVIOURS

  2013cited by this paper
• Assessing the Accuracy of Volunteered Geographic Information arising from Multiple Contributors to an Internet Based Collaborative Project

  2013cited by this paper
• An Algorithm Based Methodology for the Creation of a Regularly Updated Global Online Map Derived From Volunteered Geographic Information

  2012cited by this paper
• Geo-Wiki: An online platform for improving global land cover

  2012cited by this paper
• Analyzing the Contributor Activity of a Volunteered Geographic Information Project - The Case of OpenStreetMap

  2012cited by this paper
• Deep-water polygonal fault systems as terrestrial analogs for large-scale Martian polygonal terrains

  2012cited by this paper
• Land transformation by humans: A review

  2012cited by this paper
• A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data

  2012cited by this paper
• The National Land Cover Database

  2012cited by this paper
• Object-based cloud and cloud shadow detection in Landsat imagery

  2012cited by this paper
• Trends in Land Cover Mapping and Monitoring

  2012cited by this paper
• LEDAPS Landsat Calibration, Reflectance, Atmospheric Correction Preprocessing Code

  2012cited by this paper
• An Assessment of the Accuracy of Volunteered Road Map Production in Western Kenya

  2011cited by this paper
• Land use and land cover classification over a large area in Iran based on single date analysis of satellite imagery

  2011cited by this paper
• The HYDE 3.1 spatially explicit database of human‐induced global land‐use change over the past 12,000 years

  2011cited by this paper
• A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data

  2010cited by this paper
• A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification

  2009cited by this paper
• Data Quality Issues and Geographic Knowledge Discovery

  2009cited by this paper
• Sample size determination for image classification accuracy assessment and comparison

  2009cited by this paper
• Land use land cover classification of Orissa using multi-temporal IRS-P6 awifs data: A decision tree approach

  2008cited by this paper
• Free Access to Landsat Imagery

  2008cited by this paper
• The credibility of volunteered geographic information

  2008cited by this paper
• Some challenges in global land cover mapping : An assessment of agreement and accuracy in existing 1 km datasets

  2008cited by this paper
• Random Forests for land cover classification

  2006cited by this paper
• Validation of the global land cover 2000 map

  2006cited by this paper
• Ganges and Indus river basin land use/land cover (LULC) and irrigated area mapping using continuous streams of MODIS data

  2005cited by this paper
• Super-resolution land cover mapping using a Markov random field based approach

  2005cited by this paper
• Random Forest classification of multisource remote sensing and geographic data

  2004cited by this paper
• Harmonisation, mosaicing and production of the Global Land Cover 2000 database (Beta Version)

  2003cited by this paper
• The land use and land cover change database and its relative studies in China

  2002cited by this paper
• Using prior probabilities in decision-tree classification of remotely sensed data

  2002cited by this paper
• From Land Cover to Land Use: A Methodology for Efficient Land Use Mapping over Large Areas

  2001cited by this paper
• Random Forests

  2001cited by this paper
• CORINE land cover technical guide - Addendum 2000

  2000cited by this paper
• The impact of misregistration on change detection

  1992cited by this paper
• A review of assessing the accuracy of classifications of remotely sensed data

  1991cited by this paper
• Using known map category marginal frequencies to improve estimates of thematic map accuracy

  1982cited by this paper

• A Deep Dive into OpenStreetMap Research Since its Inception (2008-2024): Contributors, Topics, and Future Trends

  2026cites this paper
• Mind the Temperature Gap: The Role of Pit Thermal Energy Storage in a Sector-Coupled Energy System with High-Temperature District Heating

  2026cites this paper
• Urbanization under constraint: predicting land use futures in the geographically fragile city of Rize

  2026cites this paper
• Urban Land Cover Mapping Enhanced with LiDAR Canopy Height Data to Quantify Urbanisation in an Arctic City: A Case Study of the City of Tromsø, Norway, 1984–2024

  2026influential citation
• Development of an approach in spatial planning through site selection for symbiotic and circular low-carbon upcycling of industrial wastes

  2026cites this paper
• Where is my recruit: assessing orienteering skills of military recruits through wearable data analytics

  2025cites this paper
• Land Use Mapping with OpenStreetMap: A Machine Learning approach

  2025cites this paper
• Evaluating the quality of VGI and authoritative data in red-crowned crane conservation: a comparative study

  2025cites this paper
• Modeling post-disaster urban sprawl trajectories through ANN-based land use/land cover change analysis and scenario projection

  2025cites this paper
• A Framework for Dynamic Assessment of Terrestrial Ecosystem Condition

  2025cites this paper
• A multi-criteria optimization approach for the geometric integration of vector-based land cover datasets

  2025cites this paper
• Internationally Validated Open Access Indicators of Large Public Urban Green Space for Healthy and Sustainable Cities

  2025cites this paper
• Crowdsourcing Data Engine Driven Deep Adaption Network for Global Urban Green Space Changes Monitoring

  2025cites this paper
• From Orbit to Ground: A comprehensive review of multimodal self-supervised learning for remote sensing

  2025cites this paper
• Land Use and Land Cover Products for Agricultural Mapping Applications in Brazil: Challenges and Limitations

  2025cites this paper
• OSM land use data quality and its association with city-level socioeconomic conditions in China

  2025cites this paper
• OSMlanduse a dataset of European Union land use at 10 m resolution derived from OpenStreetMap and Sentinel-2

  2025influential citation
• Automatic generation of high-quality building samples using OpenStreetMap and deep learning

  2025cites this paper
• Integrating Geospatial Technologies and Multi-Criteria Decision Analysis for Sustainable and Resilient Urban Planning

  2025cites this paper
• Recent advances in Volunteered Geographic Information (VGI) and citizen sensing

  2025cites this paper
• A framework for performance analysis of OpenStreetMap data in navigation applications: the case of a well-developed road network in Australia

  2025cites this paper
• Enhancing Precision Beekeeping by the Macro-Level Environmental Analysis of Crowdsourced Spatial Data

  2025cites this paper
• Mapping Habitat Structures of Endangered Open Grassland Species (E. aurinia) Using a Biotope Classification Based on Very High-Resolution Imagery

  2025cites this paper
• Remotely-sensed products capture the spatial distribution of regional carbon sequestration potential ability: A case study of Hubei Province, China

  2025cites this paper
• CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation

  2024cites this paper
• Forecasting urban futures: Evaluating global land use data sensitivity for regional growth simulation in the Ruhr Metropolitan Area

  2024cites this paper
• Optimized convolutional neural network for land cover classification via improved lion algorithm

  2024cites this paper
• Resilience of transportation infrastructure networks to road failures.

  2024cites this paper
• A detection method for multi-type earth's surface anomalies based on multi-dimensional feature space

  2024cites this paper
• Fostering security research in the energy sector: A validation of open source intelligence for power grid model data

  2024cites this paper
• Effects of landscape variation on thermoregulation and performance in Apis mellifera honey bee colonies: insights from mtDNA haplotypes

  2024cites this paper
• Time-series China urban land use mapping (2016–2022): An approach for achieving spatial-consistency and semantic-transition rationality in temporal domain

  2024cites this paper
• Hedonic Pricing Models in Rural Tourism: Analyzing Factors Influencing Accommodation Pricing in Romania Using Geographically Weighted Regression

  2024cites this paper
• Combining readily available population and land cover maps to generate non-residential built-up labels to train Sentinel-2 image segmentation models

  2024cites this paper
• Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection

  2024cites this paper
• Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge

  2024cites this paper
• Building Footprint Data from Earth Observation Contribute to Sustainable City Planning: A Perspective

  2024cites this paper
• Carbon fluxes related to land use and land cover change in Baden-Württemberg

  2023influential citation
• Do Urban Golf Courses Provide Barriers to Equitable Greenspace Access in the United States?

  2023cites this paper
• Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision

  2023cites this paper
• Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer

  2023cites this paper
• A review of regional and Global scale Land Use/Land Cover (LULC) mapping products generated from satellite remote sensing

  2023cites this paper
• “Urban-Satellite” estimates in the ABCD Study: Linking Neuroimaging and Mental Health to Satellite Imagery Measurements of Macro Environmental Factors

  2023cites this paper
• ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer

  2023cites this paper
• Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks

  2023cites this paper
• Changes and Driving Forces of Urban–Agricultural–Ecological Space in the Yangtze River Economic Belt from 2000 to 2020

  2023cites this paper
• Thawing permafrost poses environmental threat to thousands of sites with legacy industrial contamination

  2023cites this paper
• Bayesian location estimation of mobile devices using a signal strength model

  2022cites this paper
• A Cloud-Based Mapping Approach Using Deep Learning and Very-High Spatial Resolution Earth Observation Data to Facilitate the SDG 11.7.1 Indicator Computation

  2022cites this paper
• Separating the Impact of Climate Changes and Human Activities on Vegetation Growth Based on the NDVI in China

  2022cites this paper
• Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection

  2022cites this paper
• GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL

  2022influential citation
• A CONCEPTUAL MODEL FOR CONVERTING OPENSTREETMAP CONTRIBUTION TO GEOSPATIAL MACHINE LEARNING TRAINING DATA

  2022cites this paper
• Exploring the accuracy and completeness patterns of global land-cover/land-use data in OpenStreetMap

  2022cites this paper
• OpenSentinelMap: A Large-Scale Land Use Dataset using OpenStreetMap and Sentinel-2 Imagery

  2022cites this paper
• An Optimized Deep Belief Network for Land Cover Classification Using Synthetic-Aperture Radar Images and Landsat Images

  2022cites this paper
• CREATING A LAND USE/LAND COVER DICTIONARY BASED ON MULTIPLE PAIRS OF OSM AND REFERENCE DATASETS

  2022cites this paper
• OPENSTREETMAP ELEMENT VECTORISATION - A TOOL FOR HIGH RESOLUTION DATA INSIGHTS AND ITS USABILITY IN THE LAND-USE AND LAND-COVER DOMAIN

  2022cites this paper
• An Advanced Open Land Use Database as a Resource to Address Destination Earth Challenges

  2022cites this paper
• Is the radial distance really a distance? An analysis of its properties and interest for the matching of polygon features

  2022cites this paper
• An investigation of the temporality of OpenStreetMap data contribution activities

  2022cites this paper
• Land Use and Land Cover Mapping in the Era of Big Data

  2022cites this paper
• AtlasHDF: an efficient big data framework for GeoAI

  2022cites this paper
• Citizen participation through volunteered geographic information as equipment for a smart city to monitor urban decay

  2022cites this paper
• Earth Observation and Deep Learning for Sustainable Development: New Approaches To Facilitate Data-Informed Decision-Making

  2022cites this paper
• Mapping 20 Years of Urban Expansion in 45 Urban Areas of Sub-Saharan Africa

  2021cites this paper
• Identifying urban land use social functional units: a case study using OSM data

  2021cites this paper
• Automatic mapping of national surface water with OpenStreetMap and Sentinel-2 MSI data using deep learning

  2021cites this paper
• Spring fires in Russia: results from participatory burned area mapping with Sentinel-2 imagery

  2021cites this paper
• A Framework for Semi-automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions

  2021cites this paper
• Distance Weight-Graph Attention Model-Based High-Resolution Remote Sensing Urban Functional Zone Identification

  2021cites this paper
• Enhanced urban functional land use map with free and open-source data

  2021cites this paper
• Semantic Boosting: Enhancing Deep Learning Based LULC Classification

  2021influential citation
• GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale

  2021cites this paper
• Spatial disparities in trade-offs: economic and environmental impacts of road infrastructure on continental level

  2021cites this paper
• Spatial parameters for transportation: A multi-modal approach for modelling the urban spatial structure using deep learning and remote sensing

  2021cites this paper
• Mapping Public Urban Green Spaces Based on OpenStreetMap and Sentinel-2 Imagery Using Belief Functions

  2021cites this paper
• Evaluating a prediction system for snow management

  2021cites this paper
• Detecting inconsistent information in crowd-sourced street networks based on parallel carriageways identification and the rule of symmetry

  2021cites this paper
• Machine Learning-Based Processing Proof-of-Concept Pipeline for Semi-Automatic Sentinel-2 Imagery Download, Cloudiness Filtering, Classifications, and Updates of Open Land Use/Land Cover Datasets

  2021cites this paper
• O-LCMapping: a Google Earth Engine-based web toolkit for supporting online land cover classification

  2021cites this paper
• Estimating Proportion of Vegetation Cover at the Vicinity of Archaeological Sites Using Sentinel-1 and -2 Data, Supplemented by Crowdsourced OpenStreetMap Geodata

  2020cites this paper
• A data fusion-based framework to integrate multi-source VGI in an authoritative land use database

  2020cites this paper
• Machine Learning Framework for the Estimation of Average Speed in Rural Road Networks with OpenStreetMap Data

  2020cites this paper
• Automatic Extraction and Filtering of OpenStreetMap Data to Generate Training Datasets for Land Use Land Cover Classification

  2020cites this paper
• Towards a High-Fidelity Assessment of Urban Green Spaces Walking Accessibility

  2020cites this paper
• Social Sensing for Urban Land Use Identification

  2020cites this paper
• Understanding Completeness and Diversity Patterns of OSM-Based Land-Use and Land-Cover Dataset in China

  2020cites this paper
• Leveraging OSM and GEOBIA to Create and Update Forest Type Maps

  2020cites this paper
• Assess citizen science based land cover maps with remote sensing products: the Ground Truth 2.0 data quality tool

  2020cites this paper
• An Evaluation Model of Level of Detail Consistency of Geographical Features on Digital Maps

  2020cites this paper
• The utilization of remote sensing technology

  2020cites this paper
• Sampling Strategy for Detailed Urban Land Use Classification: A Systematic Analysis in Shenzhen

  2020cites this paper
• Mapping Impervious Surfaces Precisely—a GIS-Based Methodology Combining Vector Data and High-Resolution Airborne Imagery

  2020cites this paper
• Use of Automated Change Detection and VGI Sources for Identifying and Validating Urban Land Use Change

  2020cites this paper
• DFCNN-Based Semantic Recognition of Urban Functional Zones by Integrating Remote Sensing Data and POI Data

  2020cites this paper
• Annual large-scale urban land mapping based on Landsat time series in Google Earth Engine and OpenStreetMap data: A case study in the middle Yangtze River basin

  2020cites this paper
• Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience

  2020cites this paper
• Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data

  2020cites this paper
• An exploratory analysis of usability of Flickr tags for land use/land cover attribution

  2019cites this paper