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  • Article
  • Open Access
32 Citations
8,647 Views
34 Pages

Copernicus User Uptake: From Data to Applications

  • Lorenza Apicella,
  • Monica De Martino and
  • Alfonso Quarati

The European Programme Copernicus, one of the principal sources of free and open Earth Observation (EO) data, intends to sustain social and economic advancements to the European Union. To this end, User Uptake initiatives have been undertaken to incr...

  • Article
  • Open Access
10 Citations
5,618 Views
19 Pages

Copernicus Imaging Microwave Radiometer (CIMR) Benefits for the Copernicus Level 4 Sea-Surface Salinity Processing Chain

  • Daniele Ciani,
  • Rosalia Santoleri,
  • Gian Luigi Liberti,
  • Catherine Prigent,
  • Craig Donlon and
  • Bruno Buongiorno Nardelli

3 August 2019

We present a study on the potential of the Copernicus Imaging Microwave Radiometer (CIMR) mission for the global monitoring of Sea-Surface Salinity (SSS) using Level-4 (gap-free) analysis processing. Space-based SSS are currently provided by the Soil...

  • Review
  • Open Access
365 Views
39 Pages

Copernicus Data for Offshore Wind Energy: Capabilities, Applications and Emerging Trends

  • Poorya Poozesh,
  • Félix Nieto,
  • Antonio J. Álvarez and
  • Vicente Díaz-Casás

13 February 2026

This paper presents the main parts in the Copernicus Program and how it supports the offshore wind sector through its satellite missions, reanalysis and other marine and climate products and services. Data from Sentinel-1, Sentinel-2, Sentinel-3 and...

  • Feature Paper
  • Article
  • Open Access
7 Citations
5,782 Views
21 Pages

26 March 2024

Solar irradiance data provided by the Copernicus program are crucial for several scientific, environmental, and energy management applications, but their validation by means of ground-based measurements may be necessary, especially if daily and hourl...

  • Article
  • Open Access
1 Citations
1,451 Views
40 Pages

14 February 2025

The Copernicus program, an initiative by the European Union, offers open-access Earth observation data and high-level products through its services. However, these services are less well known in Latin America, underscoring the need to strengthen cap...

  • Article
  • Open Access
32 Citations
11,279 Views
28 Pages

10 May 2023

Having highly accurate and reliable Digital Elevation Models (DEMs) of the Earth’s surface is critical to orthorectify Landsat imagery. Without such accuracy, pixel locations reported in the data are difficult to assure as accurate, especially...

  • Letter
  • Open Access
11 Citations
5,579 Views
14 Pages

Identification of Tyre and Plastic Waste from Combined Copernicus Sentinel-1 and -2 Data

  • Robert Page,
  • Samantha Lavender,
  • Dean Thomas,
  • Katie Berry,
  • Susan Stevens,
  • Mohammed Haq,
  • Emmanuel Udugbezi,
  • Gillian Fowler,
  • Jennifer Best and
  • Iain Brockie

31 August 2020

As a result of tightened waste regulation across Europe, reports of waste crime have been on the rise. Significant stockpiles of tyres and plastic materials have been identified as a threat to both human and environmental health, leading to water and...

  • Article
  • Open Access
12 Citations
4,049 Views
28 Pages

26 January 2021

The assimilation of microwave and infrared (IR) radiance satellite observations within numerical weather prediction (NWP) models have been an important component in the effort of improving the accuracy of analysis and forecast. Such capabilities were...

  • Article
  • Open Access
9 Citations
4,400 Views
22 Pages

Ecosystem Mapping and Accounting in Italy Based on Copernicus and National Data through Integration of EAGLE and SEEA-EA Frameworks

  • Paolo De Fioravante,
  • Andrea Strollo,
  • Alice Cavalli,
  • Angela Cimini,
  • Daniela Smiraglia,
  • Francesca Assennato and
  • Michele Munafò

19 January 2023

Developing appropriate tools to understand and protect ecosystems and the services they provide is of unprecedented importance. This work describes the activity performed by ISPRA for the mapping of the types of ecosystems and the evaluation of their...

  • Article
  • Open Access
2 Citations
4,153 Views
24 Pages

20 November 2024

Digital elevation models (DEM) are widely used in many hydrologic applications, providing key information about the topography, which is a major driver of water flow in a landscape. Several open access DEMs with near-global coverage are currently ava...

  • Article
  • Open Access
23 Citations
4,412 Views
25 Pages

Implementation of the Burned Area Component of the Copernicus Climate Change Service: From MODIS to OLCI Data

  • Joshua Lizundia-Loiola,
  • Magí Franquesa,
  • Martin Boettcher,
  • Grit Kirches,
  • M. Lucrecia Pettinari and
  • Emilio Chuvieco

26 October 2021

This article presents the burned area (BA) product of the Copernicus Climate Change Service (C3S) of the European Commission. This product, named C3SBA10, is based on the adaptation to Sentinel-3 OLCI images of a BA algorithm developed within the Fir...

  • Communication
  • Open Access
627 Citations
38,471 Views
14 Pages

Copernicus Global Land Cover Layers—Collection 2

  • Marcel Buchhorn,
  • Myroslava Lesiv,
  • Nandin-Erdene Tsendbazar,
  • Martin Herold,
  • Luc Bertels and
  • Bruno Smets

24 March 2020

In May 2019, Collection 2 of the Copernicus Global Land Cover layers was released. Next to a global discrete land cover map at 100 m resolution, a set of cover fraction layers is provided depicting the percentual cover of the main land cover types in...

  • Article
  • Open Access
14 Citations
3,826 Views
14 Pages

Assessing the Connectivity of Riparian Forests across a Gradient of Human Disturbance: The Potential of Copernicus “Riparian Zones” in Two Hydroregions

  • André Fonseca,
  • Jean-Philippe Ugille,
  • Adrien Michez,
  • Patricia María Rodríguez-González,
  • Gonçalo Duarte,
  • Maria Teresa Ferreira and
  • Maria Rosário Fernandes

25 May 2021

The connectivity of riparian forests can be used as a proxy for the capacity of riparian zones to provide ecological functions, goods and services. In this study, we aim to test the potential of the freely available Copernicus “Riparian Zones” datase...

  • Article
  • Open Access
1,030 Views
23 Pages

Ocean Colour Estimates of Phytoplankton Diversity in the Mediterranean Sea: Update of the Operational Regional Algorithms Within the Copernicus Marine Service

  • Annalisa Di Cicco,
  • Michela Sammartino,
  • Vittorio E. Brando,
  • Florinda Artuso,
  • Antonia Lai,
  • Isabella Giardina,
  • Gianluca Volpe,
  • Gian Marco Palamara,
  • Chiara Lapucci and
  • Simone Colella

30 October 2025

Understanding the composition of phytoplankton assemblages and monitoring changes in their diversity is a key factor in the comprehension of global biogeochemical cycles, climate regulation and marine ecosystem health, especially in the context of in...

  • Article
  • Open Access
12 Citations
2,799 Views
16 Pages

On the Evaluation of the SAR-Based Copernicus Snow Products in the French Alps

  • Fatima Karbou,
  • Guillaume James,
  • Mathieu Fructus and
  • Florence Marti

15 November 2022

We perform a first evaluation of the Copernicus pan-European wet snow products in mountainous terrain in the French Alps. Mountains are very challenging due to the complexity of the terrain and the multiple interactions between soil, snow and atmosph...

  • Article
  • Open Access
28 Citations
9,588 Views
26 Pages

23 September 2022

The detection of waste plastics in the marine and terrestrial environment using satellite Earth Observation data offers the possibility of large-scale mapping and reducing on-the-ground manual investigation. In addition, costs are kept to a minimum b...

  • Article
  • Open Access
8 Citations
3,722 Views
15 Pages

Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data

  • Luca Kleinewillinghöfer,
  • Pontus Olofsson,
  • Edzer Pebesma,
  • Hanna Meyer,
  • Oliver Buck,
  • Carsten Haub and
  • Beatrice Eiselt

30 September 2022

Land cover area estimates can be derived via design-based approaches using a probability (random) reference sample. The collection of samples is usually costly and requires an effective sampling design. Earth-Observation-based mapping approaches do n...

  • Article
  • Open Access
47 Citations
7,042 Views
18 Pages

Applicability of Data Acquisition Characteristics to the Identification of Local Artefacts in Global Digital Elevation Models: Comparison of the Copernicus and TanDEM-X DEMs

  • Jana Marešová,
  • Kateřina Gdulová,
  • Petra Pracná,
  • David Moravec,
  • Lukáš Gábor,
  • Jiří Prošek,
  • Vojtěch Barták and
  • Vítězslav Moudrý

30 September 2021

Several global digital elevation models (DEMs) have been developed in the last two decades. The most recent addition to the family of global DEMs is the TanDEM-X DEM. The original version of the TanDEM-X DEM is, however, a nonedited product (i.e., it...

  • Article
  • Open Access
142 Citations
24,056 Views
21 Pages

19 July 2016

Monitoring with high resolution land cover and especially of urban areas is a key task that is more and more required in a number of applications (urban planning, health monitoring, ecology, etc.). At the moment, some operational products, such as th...

  • Article
  • Open Access
16 Citations
3,792 Views
14 Pages

Ice Concentration Retrieval from the Analysis of Microwaves: A New Methodology Designed for the Copernicus Imaging Microwave Radiometer

  • Lise Kilic,
  • Catherine Prigent,
  • Filipe Aires,
  • Georg Heygster,
  • Victor Pellet and
  • Carlos Jimenez

25 March 2020

Over the last 25 years, the Arctic sea ice has seen its extent decline dramatically. Passive microwave observations, with their ability to penetrate clouds and their independency to sunlight, have been used to provide sea ice concentration (SIC) meas...

  • Article
  • Open Access
25 Citations
8,658 Views
30 Pages

High Resolution Land Cover Integrating Copernicus Products: A 2012–2020 Map of Italy

  • Paolo De Fioravante,
  • Andrea Strollo,
  • Francesca Assennato,
  • Ines Marinosci,
  • Luca Congedo and
  • Michele Munafò

26 December 2021

The study involved an in-depth analysis of the main land cover and land use data available nationwide for the Italian territory, in order to produce a reliable cartography for the evaluation of ecosystem services. In detail, data from the land monito...

  • Feature Paper
  • Article
  • Open Access
6 Citations
5,074 Views
14 Pages

18 April 2022

High buildings have generally changed the morphology of cities in recent decades, and they have a significant impact on multiple processes in the urban area. Building height is one of the criteria for urban land cover classification in local climate...

  • Article
  • Open Access
33 Citations
5,896 Views
26 Pages

Assessment of Green Infrastructure in Riparian Zones Using Copernicus Programme

  • Laura Piedelobo,
  • Andrea Taramelli,
  • Emma Schiavon,
  • Emiliana Valentini,
  • José-Luis Molina,
  • Alessandra Nguyen Xuan and
  • Diego González-Aguilera

11 December 2019

This article presents an approach to identify Green Infrastructure (GI), its benefits and condition. This information enables environmental agencies to prioritise conservation, management and restoration strategies accordingly. The study focuses on r...

  • Article
  • Open Access
4 Citations
2,934 Views
17 Pages

17 May 2020

A new methodology has been described in Kilic et al. (Ice Concentration Retrieval from the Analysis of Microwaves: A New Methodology Designed for the Copernicus Imaging Microwave Radiometer, Remote Sensing 2020, 12, 1060, Part 1 of this study) to est...

  • Article
  • Open Access
15 Citations
7,834 Views
31 Pages

Employing Copernicus Land Service and Sentinel-2 Satellite Mission Data to Assess the Spatial Dynamics and Distribution of the Extreme Forest Fires of 2023 in Greece

  • Anna Dosiou,
  • Ioannis Athinelis,
  • Efstratios Katris,
  • Maria Vassalou,
  • Alexandros Kyrkos,
  • Pavlos Krassakis and
  • Issaak Parcharidis

5 January 2024

In 2023, Greece faced its worst wildfire season, with nine major fires causing unprecedented environmental damage of 1470.31 km2. This article uses Copernicus Land Monitoring Service and Sentinel-2 data, employing advanced remote sensing and GIS tech...

  • Article
  • Open Access
25 Citations
4,733 Views
24 Pages

Particulate air pollution has aggravated cardiovascular and lung diseases. Accurate and constant air quality forecasting on a local scale facilitates the control of air pollution and the design of effective strategies to limit air pollutant emissions...

  • Article
  • Open Access
20 Citations
5,337 Views
19 Pages

Validation of Copernicus Sea Level Altimetry Products in the Baltic Sea and Estonian Lakes

  • Aive Liibusk,
  • Tarmo Kall,
  • Sander Rikka,
  • Rivo Uiboupin,
  • Ülo Suursaar and
  • Kuo-Hsin Tseng

11 December 2020

Multi-mission satellite altimetry (e.g., ERS, Envisat, TOPEX/Poseidon, Jason) data have enabled a synoptic-scale view of ocean variations in past decades. Since 2016, the Sentinel-3 mission has provided better spatial and temporal sampling compared t...

  • Article
  • Open Access
22 Citations
6,238 Views
15 Pages

22 March 2021

Hindcasted wind and wave data, available on a coarse resolution global grid (Copernicus ERA5 dataset), are downscaled by means of the numerical model SWAN (simulating waves in the nearshore) to produce time series of wave conditions at a high resolut...

  • Article
  • Open Access
6 Citations
3,489 Views
24 Pages

Accuracy of Copernicus Altimeter Water Level Data in Italian Rivers Accounting for Narrow River Sections

  • Cristina Deidda,
  • Carlo De Michele,
  • Ali Nadir Arslan,
  • Silvano Pecora and
  • Nicolas Taburet

5 November 2021

Information about water level is essential for hydrological monitoring and flood/drought risk assessment. In a large part of Italian river network, in situ instruments for measuring water level are rare or lacking. Here we consider the satellite meas...

  • Article
  • Open Access
27 Citations
5,443 Views
24 Pages

10 April 2020

Recent developments in the fields of geographical object-based image analysis (GEOBIA) and ensemble learning (EL) have led the way to the development of automated processing frameworks suitable to tackle large-scale problems. Mapping riverscape units...

  • Review
  • Open Access
23 Citations
8,039 Views
27 Pages

Monitoring Green Infrastructure for Natural Water Retention Using Copernicus Global Land Products

  • Andrea Taramelli,
  • Michele Lissoni,
  • Laura Piedelobo,
  • Emma Schiavon,
  • Emiliana Valentini,
  • Alessandra Nguyen Xuan and
  • Diego González-Aguilera

3 July 2019

Nature-based solutions are increasingly relevant tools for spatial and environmental planning, climate change adaptation (CCA), and disaster risk reduction (DRR). For this reason, a wide range of institutions, governments, and financial bodies are cu...

  • Article
  • Open Access
4 Citations
3,601 Views
20 Pages

15 February 2024

Monitoring vegetation health and its response to climate conditions is critical for assessing the impact of climate change on urban environments. While many studies simulate and map the health of vegetation, there seems to be a lack of high-resolutio...

  • Communication
  • Open Access
17 Citations
7,800 Views
21 Pages

9 November 2020

On the 4th of August 2020, a massive explosion occurred in the harbor area of Beirut, Lebanon, killing more than 100 people and damaging numerous buildings in its proximity. The current article aims to showcase how open access and freely distributed...

  • Article
  • Open Access
10 Citations
3,725 Views
23 Pages

The Copernicus Marine IBI-MFC (Iberia–Biscay–Ireland Monitoring and Forecasting Centre) has delivered operational wave forecasts since 2017. The operational application is based on a MFWAM model (Meteo-France WAve Model) set-up, running a...

  • Article
  • Open Access
35 Citations
7,870 Views
28 Pages

27 May 2021

Remotely sensed images have become an important source of information for actors involved in disaster management and satellite-based emergency mapping (SEM) is increasingly used to support the response phase in the first hours and days after a disast...

  • Article
  • Open Access
11 Citations
5,029 Views
41 Pages

European Radiometry Buoy and Infrastructure (EURYBIA): A Contribution to the Design of the European Copernicus Infrastructure for Ocean Colour System Vicarious Calibration

  • Gian Luigi Liberti,
  • Davide D’Alimonte,
  • Alcide di Sarra,
  • Constant Mazeran,
  • Kenneth Voss,
  • Mark Yarbrough,
  • Roberto Bozzano,
  • Luigi Cavaleri,
  • Simone Colella and
  • Rosalia Santoleri
  • + 7 authors

7 April 2020

In the context of the Copernicus Program, EUMETSAT prioritizes the creation of an ocean color infrastructure for system vicarious calibration (OC-SVC). This work aims to reply to this need by proposing the European Radiometry Buoy and Infrastructure...

  • Article
  • Open Access
5 Citations
3,799 Views
17 Pages

Using Copernicus Atmosphere Monitoring Service (CAMS) Products to Assess Illuminances at Ground Level under Cloudless Conditions

  • William Wandji Nyamsi,
  • Philippe Blanc,
  • Dominique Dumortier,
  • Ruben Mouangue,
  • Antti Arola and
  • Lucien Wald

Natural daylight is recognized as an important variable in the energy performance of buildings. A method that estimates the global illuminance received on a horizontal surface at ground level and its direct component at normal incidence under cloudle...

  • Article
  • Open Access
15 Citations
3,825 Views
21 Pages

9 September 2022

Vegetation phenology is that branch of science that describes periodic plant life cycle events across the growing seasons. Remote sensing typically monitors these significant events by means of time series of vegetation indices, permitting to charact...

  • Article
  • Open Access
141 Citations
12,111 Views
29 Pages

Quality Assessment of PROBA-V LAI, fAPAR and fCOVER Collection 300 m Products of Copernicus Global Land Service

  • Beatriz Fuster,
  • Jorge Sánchez-Zapero,
  • Fernando Camacho,
  • Vicente García-Santos,
  • Aleixandre Verger,
  • Roselyne Lacaze,
  • Marie Weiss,
  • Frederic Baret and
  • Bruno Smets

22 March 2020

The Copernicus Global Land Service (CGLS) provides global time series of leaf area index (LAI), fraction of absorbed photosynthetically active radiation (fAPAR) and fraction of vegetation cover (fCOVER) data at a resolution of 300 m and a frequency o...

  • Article
  • Open Access
18 Citations
5,423 Views
17 Pages

7 November 2019

In the framework of the Copernicus Emergency Management Service (EMS) Mapping Validation, the applicability of the MultiTemporal Coherence (MTC) technique using Sentinel-1 data and the software made available by the European Space Agency (ESA), the S...

  • Article
  • Open Access
18 Citations
4,256 Views
13 Pages

Copernicus in Support of Monitoring, Protection, and Management of Cultural and Natural Heritage

  • Alessandra Bonazza,
  • Nico Bonora,
  • Benjamin Duke,
  • Daniele Spizzichino,
  • Antonella Pasqua Recchia and
  • Andrea Taramelli

22 February 2022

The current Copernicus evolution aims to meet horizontal users’ needs in order to widen uptake of the Copernicus monitoring products by non-traditional users. In 2019, the European Commission initiated a coordinated action to evaluate the curre...

  • Article
  • Open Access
3,582 Views
18 Pages

Preliminary Assessment of the Impact of the Copernicus Imaging Microwave Radiometer (CIMR) on the Copernicus Mediterranean Sea Surface Temperature L4 Analyses

  • Mattia Sabatini,
  • Andrea Pisano,
  • Claudia Fanelli,
  • Bruno Buongiorno Nardelli,
  • Gian Luigi Liberti,
  • Rosalia Santoleri,
  • Craig Donlon and
  • Daniele Ciani

29 January 2025

This study evaluates the potential impact of the Copernicus Imaging Microwave Radiometer (CIMR) mission on the sea surface temperature (SST) products of the Mediterranean Sea. Currently, infrared (IR) radiometers provide accurate, high-resolution SST...

  • Article
  • Open Access
522 Citations
49,075 Views
81 Pages

Copernicus Sentinel-2A Calibration and Products Validation Status

  • Ferran Gascon,
  • Catherine Bouzinac,
  • Olivier Thépaut,
  • Mathieu Jung,
  • Benjamin Francesconi,
  • Jérôme Louis,
  • Vincent Lonjou,
  • Bruno Lafrance,
  • Stéphane Massera and
  • Valérie Fernandez
  • + 13 authors

10 June 2017

As part of the Copernicus programme of the European Commission (EC), the European Space Agency (ESA) has developed and is currently operating the Sentinel-2 mission that is acquiring high spatial resolution optical imagery. This article provides a de...

  • Article
  • Open Access
7 Citations
5,766 Views
53 Pages

ROSACE: A Proposed European Design for the Copernicus Ocean Colour System Vicarious Calibration Infrastructure

  • David Antoine,
  • Vincenzo Vellucci,
  • Andrew C. Banks,
  • Philippe Bardey,
  • Marine Bretagnon,
  • Véronique Bruniquel,
  • Alexis Deru,
  • Odile Hembise Fanton d’Andon,
  • Christophe Lerebourg and
  • Maria Kanakidou
  • + 14 authors

12 May 2020

The European Copernicus programme ensures long-term delivery of high-quality, global satellite ocean colour radiometry (OCR) observations from its Sentinel-3 (S3) satellite series carrying the ocean and land colour instrument (OLCI). In particular, t...

  • Article
  • Open Access
1,738 Views
40 Pages

Benchmarking Elevation Plus Land Surface Parameters Finds FathomDEM and Copernicus DEM Win as Best Global DEMs

  • Peter L. Guth,
  • Sebastiano Trevisani,
  • Carlos H. Grohmann,
  • John B. Lindsay and
  • Hannes I. Reuter

3 December 2025

We evaluated six global digital elevation DEMs at 1-arc-sec resolution: CopDEM and AW3D30, which are digital surface models (DSMs), and EDTM, GEDTM, FABDEM, and FathomDEM, which are digital terrain models (DTMs). We compared them to reference DTMs cr...

  • Article
  • Open Access
18 Citations
5,627 Views
18 Pages

29 April 2020

In this paper, an operational forecasting and daily assessment system of air quality is presented. This new system is thought of as a Copernicus-CAMS downstream national service, able to develop and implement a service for air quality forecasting and...

  • Article
  • Open Access
14 Citations
5,011 Views
13 Pages

Sea Surface Temperature in Global Analyses: Gains from the Copernicus Imaging Microwave Radiometer

  • Kevin Pearson,
  • Simon Good,
  • Christopher J. Merchant,
  • Catherine Prigent,
  • Owen Embury and
  • Craig Donlon

11 October 2019

Sea surface temperatures (SSTs) derived from passive microwave (PMW) observations benefit global ocean and SST analyses because of their near-all-weather availability. Present PMW SSTs have a real aperture-limited spatial resolution in excess of 50 k...

  • Proceeding Paper
  • Open Access
756 Views
7 Pages

Phenological parameters extracted from time series (TS) of spectral indices are essential to characterizing crops. However, the lack of data in the TS can affect their accuracy. The Copernicus Land Monitoring Service (CLMS) provides these parameters...

  • Review
  • Open Access
9 Citations
9,149 Views
43 Pages

Selection of the Key Earth Observation Sensors and Platforms Focusing on Applications for Polar Regions in the Scope of Copernicus System 2020–2030

  • Estefany Lancheros,
  • Adriano Camps,
  • Hyuk Park,
  • Pedro Rodriguez,
  • Stefania Tonetti,
  • Judith Cote and
  • Stephane Pierotti

17 January 2019

An optimal payload selection conducted in the frame of the H2020 ONION project (id 687490) is presented based on the ability to cover the observation needs of the Copernicus system in the time period 2020–2030. Payload selection is constrained by the...

  • Article
  • Open Access
6 Citations
4,187 Views
20 Pages

8 February 2020

The successful implementation of the European Commission’s Common Agricultural Policy (CAP) and the insurance coverage in case of a natural disaster requires precise and regular mapping of crop types and detailed delineation of the disasters&rs...

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