#  Executive Summary

The CHE Data Management Plan responds to the requirements of the H2020 Open
Research Data Pilot to document which research data is being produced by the
CHE project, in which format, and how it will be made available.

It has already identified data sets for work packages 1 to 4, but is only to
be seen as an initial version which requires periodic updates to provide the
necessary detail as it emerges.

#  Introduction

##  Background

CHE, as a Coordination and Support Action, is bringing together European
expertise and a consolidated approach to building an operational CO  2
emission monitoring capacity. CHE partners are at the forefront of
developments in the compilation of emission inventories, the observation of
the carbon cycle from ground-based and satellite measurements, the process
modelling of the carbon cycle, atmospheric transport modelling, and data
assimilation and inversion systems. There will be four main areas of work
covering: observations, emission inventories, modelling and inversion systems.
The central questions that CHE will address are:

  * What does it take to have a combined bottom-up and top-down estimation system capable of distinguishing the anthropogenic part of the CO2 budget from the natural fluxes? 

  

  * How can we make the first steps towards such a system that can use the high spatial and temporal resolution of satellite observations to monitor anthropogenic emissions at the required time scales? 

  

  * And what does it take to transform a research system into a fully operational monitoring capacity? 

  

CHE will support a large community by providing a library of realistic CO2
simulations from global to city scale to examine the capacity for monitoring
future fossil fuel emissions and to adequately dimension space mission
requirements.

##  Scope of this deliverable

###  Objectives of this deliverables

D7.5 Data Management Plan provides the initial outline of the data management
plan including information on which data sets will be created in the project
and how they will be made available. This document represents only the initial
version where details may not be available yet, and it will be further
developed over the course of the project.

###  Work performed in this deliverable

The work performed included, as per the DoA, the collection of the available
descriptions of data sets to be produced by the project, through a
questionnaire.

###  Deviations and counter measures

No deviations have been encountered.

#  Open Research Data Objectives

##  Open Research Data Pilot

As per the Guidelines to the Rules on Open Access to Scientific Publications
and Open Access to Research Data in Horizon 2020  1  , Research Data

“Refers to information, in particular facts or numbers, collected to be
examined and considered as a basis for reasoning, discussion, or calculation.

In a research context, examples of data include statistics, results of
experiments, measurements, observations resulting from fieldwork, survey
results, interview recordings and images. The focus is on research data that
is available in digital form.”

The Open Research Data Pilot

“aims to improve and maximise access to and re-use of research data generated
by

Horizon 2020 projects  2  ” and applies to data sets that are

“needed to validate the results presented in scientific publications  2  ”.
The Data Management Plan is expected to

“specify what data will be open: detailing what data the project will
generate, whether and how “it will be exploited or made accessible for
verification and re-use, and how it will be curated and preserved  2  “.

##  CHE Research Data

As per the CHE Description of Action, the products of CHE will comprise
reports, graphical displays, datasets and improved methods, algorithms and
code. The datasets will target a wide user community to support them with
parallel or alternative studies.

All mature data products of CHE will be made publicly available to maximize
the uptake by the scientific community. This also answers the requirement of
the Call to provide a series of simulation scenarios that could serve to
adequately dimension a space mission. It is envisaged to make use of three
parallel data portals to ensure full visibility of the datasets. These data
portals will be based on the ICOS Carbon portal, the Global Carbon Atlas and
the Climate Data Store, which is currently under development by the Copernicus
Climate Change Service (C3S). The Technical Annex of the Delegation Agreement
between the European Commission and ECMWF regarding C3S explicitly mentions
that its Climate Data Store must be designed to allow for the monitoring of
climate impacts and climate drivers, including CO  2  3  . The steps
undertaken by CHE towards building a European Support Capacity for Monitoring
CO  2  anthropogenic emissions contribute directly to this operational
requirement.

Table 1 below presents the envisaged output data sets as per the Description
of Action.

**Table 1: CHE Output Datasets**  
  
<table>  
<tr>  
<th>

**Context**

</th>  
<th>

**Models**

</th>  
<th>

**Application**

</th>  
<th>

**Output Fields**

</th> </tr>  
<tr>  
<td>

Global

</td>  
<td>

IFS,

LMDZ, TM5, TM5+OpenIFS,

CCFFDAS

</td>  
<td>

Global scale at spatial resolutions of 10 km or coarser aiming at representing
the whole globe with continuous transport models/process models of surface
fluxes

</td>  
<td>

CO  2  fluxes, CO  2  atmospheric concentrations, other tracers, optimal
process parameter values

</td> </tr>  
<tr>  
<td>

Regional

</td>  
<td>

CHIMERE, COSMO,

FLEXPART, LOTUSEUROS, WRF-STILT

</td>  
<td>

Regional to continental area at spatial resolution of 5 to

10 km aiming at

representing the evolution in limited-area domain with boundary conditions

</td>  
<td>

CO  2  fluxes, CO  2  atmospheric concentrations, other tracers

</td> </tr>  
<tr>  
<td>

Cityscale

</td>  
<td>

CHIMERE, COSMO, WRFSTILT, EULAG

</td>  
<td>

Local targeted areas at spatial resolution of about 1 km or finer aiming at
representing detailed emissions

</td>  
<td>

CO  2  fluxes, CO  2  atmospheric concentrations, other tracers

</td> </tr> </table>

##  Data Management Plan Questionnaire

The following questionnaire has been provided to CHE work packages to gather
the information for this first version of the Data Management Plan.

**Table 2: Data Management Plan Questionnaire**  
  
<table>  
<tr>  
<th>

** <Data set reference and name> **

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

_Description of the data that will be generated or collected (or is already
available to the project), its origin (in case it is collected), nature and
scale and to whom it could be useful, and whether it underpins a scientific
publication. Information on the existence (or not) of similar data and the
possibilities for integration and reuse._

_Limitations?_

_Constraints?_

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

_Reference to existing suitable standards of the discipline. If these do not
exist, an outline on how and what metadata will be created._

_Will you generate proper metadata for you data?_

</td> </tr>  
<tr>  
<td>

</td>  
<td>

_If yes: how do they look like?_

_If no: why?_

_Data format?_

_Will there be a review process to quality- check the data?_

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

_Description of how data will be shared, including access procedures, embargo
periods (if any), outlines of technical mechanisms for dissemination and
necessary software and other tools for enabling re-use, and definition of
whether access will be widely open or restricted to specific groups.
Identification of the repository where data will be stored, if already
existing and identified, indicating in particular the type of repository_

_(institutional, standard repository for the discipline, etc.)._

_In case the dataset cannot be shared, the reasons for this should be
mentioned (e.g. ethical, rules of personal data, intellectual property,
commercial, privacy-related, security-related)._

_License?_

_Access URL?_

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

_Description of the procedures that will be put in place for long-term
preservation of the data. Indication of how long the data should be preserved,
what is its approximated end volume, what the associated costs are and how
these are planned to be covered._

_At which Data Center do you want to store your data?_

_Is there an established workflow for_

_your requested DOI process in place?_

_According to which standards_

</td> </tr> </table>

#  CHE Data Sets

The following sections provide the responses by work packages 1 to 4. Work
Packages 5 to 7 do not produce any data sets.

##  Work Package 1  
  
<table>  
<tr>  
<th>

**OCO-2**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

To be generated:

Two new satellite XCO2 L2 data products from OCO-2 using two complementary
approaches.

One year of data will be generated (aim:

2015)

</td>  
<td>

Based on UoL algorithm applied to OCO-2 level 2 data, employing machine
learning and filtering techniques that select highquality data that are useful
in atmospheric inversions

Based on a fast algorithm developed by

UoB (Reuter et al., 2017a/b) named FOCAL.

These data will be used in the inversions to investigate how source/sink
distributions change when satellite data are assimilated.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

Yes, we will use meta-data. See for example:

https://meta.icos-

cp.eu/objects/mJbBxyBUWvUxg05GwIQ2o38

Data format: netcdf4

Will there be a review process to quality- check the data: yes, users of the
data will be asked to provide feedback.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

Data will be shared via existing data repositories like the ICOS-carbon portal

https://data.icos-cp.eu/portal/#search, or

EUDAT

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

At which Data Center do you want to store your data? EUDAT

Is there an established workflow for your requested DOI process in place? Yes

</td> </tr> </table>  
<table>  
<tr>  
<th>

**Fossil fuel emissions**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

These data will be used as input in the inversions.

</td> </tr>  
<tr>  
<td>

To be generated:

spatiotemporal fossil fuel CO₂ emission estimates

</td>  
<td>

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

Meta-data will be used

Data format: netcdf4

Will there be a review process to quality- check the data: yes, users of the
data will be asked to provide feedback.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

Data will be shared via existing data repositories like the ICOS-carbon portal

https://data.icos-cp.eu/portal/#search, or

EUDAT

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

At which Data Center do you want to store your data? EUDAT

Is there an established workflow for your requested DOI process in place? Yes

</td> </tr> </table>  
<table>  
<tr>  
<th>

**Inverted fluxes**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

To be generated:

Inversions will produce spatial maps of source sink distributions.

</td>  
<td>

This model output forms the basis for further analysis in WP1

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

The protocol will specify how to use metadata in describing model output.

Data format: netcdf4

Quality checks will be performed

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

Data will be shared via existing data repositories like the ICOS-carbon portal

https://data.icos-cp.eu/portal/#search, or

EUDAT

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

At which Data Center do you want to store your data? EUDAT

Is there an established workflow for your requested DOI process in place? Yes

</td> </tr> </table>

##  Work Package 2  
  
<table>  
<tr>  
<th>

**IFS CAMS nature runs T1, T2**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

Two sets (Tier 1 and Tier 2) of high resolution global simulations (9 km
resolution) will performed within WP2 to be used as boundary conditions for
the regional simulations. These data sets will also be made available to the
external community, e.g. for OSSE studies.

The simulations will run for the years 2015 and 2030 (assuming a future
emission scenario). The first data set (T1) is based on the current
configuration of the operational CAMS CO2 forecasting system, while T2 will
include improved specification of emissions and it will be based on the latest
NWP model version. T2 simulations will also be run in ensemble mode at lower
resolution to account for uncertainties in the emissions and transport
processes. There is also a plan to perform case studies for periods of special
interest, e.g. field experiments, where different models could be inter-
compared.

Note that because this data set is modelbased only, it will be affected by
systematic errors associated with emissions and model transport.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

Metadata will be included in the grib header and ECMWF data catalogue.

The data will be available in grib format, which can be easily converted to
NetCDF using a variety of tools (cdo, ECMWF grib_api software)

The simulations will be evaluated using in situ and TCCON observations.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

Data can be made available to partners via ftp and via the Climate Data Store
(CDS) to external users.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data will be archived in the CDS.

</td> </tr> </table>  
<table>  
<tr>  
<th>

**Global anthropogenic EDGAR v4.2**

</th>  
<th>

**emissions**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

</td>  
<td>

Global emissions of CO2, CO and other trace gases used as input for Tier 1
global CO2 simulation.

</td> </tr>  
<tr>  
<td>

</td>  
<td>

The data is available at 0.1°x 0.1° horizontal resolution as annual means for
multiple years up to 2010\.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

The product will be available in netCDF format compliant with CF conventions.
Metadata information is included in the global attributes of the netcdf file.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

The data set is publicly available.

Access URL:

http://edgar.jrc.ec.europa.eu

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data set is archived at the European Joint Research Center JRC

</td> </tr> </table>  
<table>  
<tr>  
<th>

**Global anthropogenic EDGAR v4.3**

</th>  
<th>

**emissions**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

</td>  
<td>

Global emissions of CO2, CO and other trace gases used as input for Tier 2
global CO2 simulation for present-day and future emissions.

The data will be available at 0.1°x 0.1° horizontal resolution as annual means
for 2015 and 2030 and information for temporal disaggregation to hourly
fields.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

</td>  
<td>

The product will be available in netCDF format compliant with CF conventions.
Metadata information will be included in the global attributes of the netcdf
file.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

</td>  
<td>

The data set will be made publicly available as part of Deliverable D2.3 of
CHE by Dec 2018.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data set will be archived at the

European Joint Research Center JRC

</td> </tr> </table>  
<table>  
<tr>  
<th>

**European anthropogenic emissions TNO/CAMS81**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

European emissions of CO2, CO and other trace gases used as input for European
simulations in WP2 of CHE.

The data will be available at 1/16°x 1/8° horizontal resolution as annual
means for 2015 and 2030 and information for temporal disaggregation to hourly
fields.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

The product will be available in netCDF format compliant with CF conventions.

</td> </tr>  
<tr>  
<td>

</td>  
<td>

Metadata information will be included in the global attributes of the netcdf
file.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

The data set will be made publicly available as part of Deliverable D2.3 of
CHE by Dec 2018.

It will be accessible through the CAMS catalogue.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data set will be archived at ECWMF

</td> </tr> </table>  
<table>  
<tr>  
<th>

**European biosphere fluxes VPRM**

</th>  
<th>

**from**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

</td>  
<td>

European biosphere-atmosphere exchange fluxes of CO2 from the Vegetation
Photosynthesis and Respiration Model (VPRM) separately for gross
photosynthetic production and respiration. The VPRM parameters will be
calibrated against CO2 flux measurements from the FLUXNET network.

The data will be available at approx. 5 km x 5 km horizontal resolution for
the year 2015.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

</td>  
<td>

The product will be available in netCDF format compliant with CF conventions.
Metadata information is included in the global attributes of the netcdf file.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

</td>  
<td>

The data set will be made publicly available as part of Deliverable D2.3 of
CHE.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data set is archived at ECMWF.

</td> </tr> </table>  
<table>  
<tr>  
<th>

**European and regional**

**simulations**

</th>  
<th>

**CO2**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

</td>  
<td>

European simulations of CO2 and CO performed with three regional models,

COSMO-GHG, WRF-GHG and LOTOS-

EUROS. LOTOS-EUROS will also provide output for reactive trace gases and
aerosols. COSMO-GHG and WRF-GHG will also provide output of meteorologial
fields.

The data will be available at approximately

5 km x 5 km horizontal and hourly temporal

</td> </tr>  
<tr>  
<td>

</td>  
<td>

resolution for the years 2015 and 2030 (with meteorology from 2015).

Regional simulations will be conducted for two different domains, Berlin and
Beijing.

Models for Berlin: COSMO-GHG, WRFCHEM, LOTOS-EUROS

Models for Beijing: LOTOS-EUROS, WRFCHEM

Output will be at approximately 1 km x 1 km horizontal resolution except for
LOTOSEUROS (approx. 2 km x 2 km).

The output from the European and Berlin simulations will be used to generate
the synthetic Level-2 satellite observations (Deliverable D2.5).

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

The product will be available as a collection of netCDF files compliant with
CF conventions. Metadata information will be included in the global attributes
of the netcdf files.

Detailed information on the models and simulations is given in Deliverable
D2.1 of CHE.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

The model output will be made publicly available as Deliverable D2.4 of the
project by July 2018.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

The data set will be archived at ECMWF

</td> </tr> </table>  
<table>  
<tr>  
<th>

**Synthetic Level-2 satellite observations with realistic uncertainties**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

Based on the model simulations over Europe and Berlin, synthetic Level-2
satellite observations will be generated for a suite of hypothetical satellite
orbits accounting for both random and systematic measurement errors.

The synthetic satellite data will mimic observations from a constellation of
Sentinel-7 satellites with 2 km x 2 km horizontal resolution and a swath of
approx.

250 km.

</td> </tr>  
<tr>  
<td>

</td>  
<td>

Two different uncertainty data sets will be generated, one applying a simple
error parameterization (for complete year 2015), and a second one based on
full retrieval simulations (for selected periods in 2015).

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

The product will be available in netCDF format following the standards for
satellite products defined in ESA's GHG-CCI project. For details see Product
Specification Document PSDv3 at http://esa-ghg-cci.org

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

The data set will be made publicly available as part of Deliverable D2.5 of
CHE.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation**

**(including storage and backup)**

</td>  
<td>

The data set is archived at ECMWF.

</td> </tr> </table>

##  Work Package 3

WP3 follows a slightly different version of the questionnaire as details will
emerge at a later stage.  
  
<table>  
<tr>  
<th>

**Biospheric Net Ecosystem Exchange fluxes**

</th>  
<th>

**MPI- Jena – Task 3.1**

</th> </tr>  
<tr>  
<td>

**Available: High resolution biospheric**

**NEE fluxes for Europe**

</td>  
<td>

Data assimilation of mean seasonal cycles of European flux towers (cross
validated), remote sensing and reanalysis data allowed to calculate the NEE
fluxes for Europe at 0.1degx0.1deg spatial and hourly temporal resolution.
This dataset does not include the direct land use change fluxes.

</td> </tr>  
<tr>  
<td>

**Available: Low resolution global NEE fluxes**

</td>  
<td>

Global NEE fluxes, excluding direct land use change fluxes. This is coarser
resolution spatially 0.5degx0.5deg but halfhourly temporally. (Bodesheim et
al., 2018, ESSD); doi.org/10.5194/ **essd** -2017-130

</td> </tr>  
<tr>  
<td>

**Generated: Enhanced European**

**biospheric NEE fluxes**

</td>  
<td>

Work in progress for Europe to obtain improved NEE fluxes (making use of
recent European flux and eddy covariance data of D. Papale).

</td> </tr>  
<tr>  
<td>

**Enhanced global NEE fluxes**

</td>  
<td>

Work in progress for the global NEE flux to incorporate subdaily weather with
hourly ERA-5 reanalysis data.

</td> </tr>  
<tr>  
<td>

**Generated: Metadata/ Data sharing/ Archiving & preservation **

</td>  
<td>

Metadata will be generated.

The dataset will be peer reviewed by the scientific journal in which they are
published.

</td> </tr>  
<tr>  
<td>

</td>  
<td>

Datasets will be published with DOI number, preferably in the Earth System
Science Data journal.

</td> </tr> </table>  
<table>  
<tr>  
<th>

**EDGAR CO2 emission gridmaps**

</th>  
<th>

**JRC/ ECMWF – Task 3.2**

</th> </tr>  
<tr>  
<td>

**Available:**

**EDGARv4.3.2 basis emission gridmaps for GHG (1970-2012)**

</td>  
<td>

Bottom-up global CO2, CH4 and N2O emission gridmaps of anthropogenic
activities, excluding large scale biomass burning and Savannah fires and Land
use, land-use change and forestry. These are annual, sector-specific data for
2012 and the years before till 1970, based on IEA statistics and other
international statistics (USGS) and IPCC (2006) emission factors. Gridding was
done on the basis of over 300 different spatial proxy datasets (e.g. point
sources of EPRTR, Open streets map, …) For 2010 also monthly emission gridmaps
are produced. Janssens-Maenhout et al., 2018, ESSD) or
doi.org/10.5194/essd-2017-79 and with dataset DOI:

https://data.europa.eu/doi/10.2904/JRC_DATASET_EDGAR.

</td> </tr>  
<tr>  
<td>

**Available:**

**EDGARv.4.3.2FT2016 CO2 emissions dataset (1990-2016)**

</td>  
<td>

Global CO2 emission time, calculated per country and activity of fossil fuel
use and industrial processes (cement production, carbonate use of limestone
and dolomite, nonenergy use of fuels and other combustion, chemical and metal
processes, solvents, agricultural liming and urea, waste and fossil fuel
fires). Excluded are: short-cycle biomass burning (such as agricultural waste
burning), largescale biomass burning (such as forest fires) and carbon
emissions/removals of land-use, land-use change and forestry (LULUCF).
(Janssens-Maenhout et al., 2017, EUR

28766 EN report;

http://edgar.jrc.ec.europa.eu/overview.php?v=CO2andGHG1 970-2016)

</td> </tr>  
<tr>  
<td>

**Generated: Updated EDGARv4.3.2 emission gridmaps of CO2 with the fast track
dataset**

**EDGARv4.3.2FT2016**

</td>  
<td>

Work in progress for updating the EDGARv4.3.2 gridmaps for 2012 to 2016 based
on EDGARv4.3.2FT2017 by country- and sector-specific scaling factors for each
grid cell.

</td> </tr>  
<tr>  
<td>

**Generated:**

**EDGARv4.3.2 emission uncertainty gridmaps (ECMWF)**

</td>  
<td>

Work started for generating uncertainties of the CO2 timeseries per country
and sector. This will be translated into uncertainties of the gridmaps with
their spatial and temporal distribution assumptions on representativeness.
ECMWF can then derive a covariance matrix for the different sectors.

</td> </tr>  
<tr>  
<td>

**Metadata/ Data sharing/ Archiving & preservation **

</td>  
<td>

Metadata are generated.

The dataset will be peer reviewed by the scientific journal in which they are
published.

</td> </tr>  
<tr>  
<td>

</td>  
<td>

Datasets will be published with DOI number, preferably in the Earth System
Science Data journal and also downloadable from the edgar.jrc.ec.europa.eu
website.

</td> </tr> </table>

##  Work Package 4  
  
<table>  
<tr>  
<th>

**D4.2 Database of high-resolution scenarios of CO2 and CO emissions**

</th>  
<th>

</th> </tr>  
<tr>  
<td>

**Data set description**

</td>  
<td>

Database of high-resolution scenarios of CO2 and CO emissions associated with
anthropogenic activities in Europe over a full year including associated
uncertainty statistics and documentation.

Generated by TNO from the inventory generated in WP2. This one will be further
downscaled to 1 x 1 km2 for region EU28+NOR+CHE. A family of 10 grids will be
constructed by using the uncertainties associated with the emissions of CO2
and CO (activity data, emission factors, spatial distribution proxies and
temporal emission timing) in a Monte Carlo simulation.

The dataset will be used by the project

(T4.2 and T4.3) and can be also useful for CO2 and CO transport simulation
outside the project. Other products may exist at this scale and for this whole
domain, but with less constraint from detailed activity data. It will still be
possible to refine it further after the project.

</td> </tr>  
<tr>  
<td>

**Standards and metadata**

</td>  
<td>

This will be decided in the first year of the project.

</td> </tr>  
<tr>  
<td>

**Data Sharing**

</td>  
<td>

This will be decided in the first year of the project.

</td> </tr>  
<tr>  
<td>

**Archiving and preservation (including storage and backup)**

</td>  
<td>

This will be decided in the first year of the project.

</td> </tr> </table>

#  Conclusion

This initial Data Management Plan has identified a number of data sets for
each of the work packages 1 to 4, identifying the required details (where
possible) on what data will be open, how it will be made accessible, and how
it will be curated.

The Data Management Plan is to be seen as a living document and will be
reviewed and revised periodically to ensure that information contained therein
is up-to-date and correct.

**Document History**  
  
<table>  
<tr>  
<th>

**Version**

</th>  
<th>

**Author(s)**

</th>  
<th>

**Date**

</th>  
<th>

**Changes**

</th> </tr>  
<tr>  
<td>

0.1

</td>  
<td>

Daniel Thiemert (ECMWF)

</td>  
<td>

07/03/2018

</td>  
<td>

Initial Version for Internal Review

</td> </tr>  
<tr>  
<td>

1.0

</td>  
<td>

Daniel Thiemert (ECMWF)

</td>  
<td>

21/03/2018

</td>  
<td>

Final version after internal review

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**Internal Review History**  
  
<table>  
<tr>  
<th>

**Internal Reviewers**

</th>  
<th>

**Date**

</th>  
<th>

**Comments**

</th> </tr>  
<tr>  
<td>

Laure Brooker (ADS SAS)

</td>  
<td>

15/03/2018

</td>  
<td>

Approved with comments

</td> </tr>  
<tr>  
<td>

Denis Siméoni (TAS)

</td>  
<td>

15/03/2018

</td>  
<td>

Approved with comments

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr> </table>

**Estimated Effort Contribution per Partner**  
  
<table>  
<tr>  
<th>

**Partner**

</th>  
<th>

</th>  
<th>

**Effort**

</th> </tr>  
<tr>  
<td>

ECMWF

</td>  
<td>

</td>  
<td>

0.1

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

</td>  
<td>

</td> </tr>  
<tr>  
<td>

</td>  
<td>

**Total**

</td>  
<td>

**0.1**

</td> </tr> </table>

This publication reflects the views only of the author, and the Commission
cannot be held responsible for any use which may be made of the information
contained therein.