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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Karlovasi, Samos, Greece</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>DANIA database for selecting irrigation investments in coherence with WFD and DNSH principle: A case study within Next Generation EU funds⋆</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Marianna Ferrigno</string-name>
          <email>marianna.ferrigno@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Veronica Manganiello</string-name>
          <email>veronica.manganiello@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Raffaella Pergamo</string-name>
          <email>raffaella.pergamo@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Luca A. Folino</string-name>
          <email>lucaadolfo.folino@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Massimo Tropeano</string-name>
          <email>massimo.tropeano@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Marica Furini</string-name>
          <email>marica.furini@crea.gov.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Council for Agricultural Research and Economics, Research Centre for Agricultural Policies and Bioeconomy</institution>
          ,
          <addr-line>Via Barberini, n.36, 00187 Rome</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2024</year>
      </pub-date>
      <volume>1</volume>
      <fpage>7</fpage>
      <lpage>20</lpage>
      <abstract>
        <p>This work aims to describe the use of DANIA (National Database on Investment for Irrigation and Environment) as the implementation tool in the projects' selection procedure of Italian National Recovery and Resilience Plan (NRRP) (I4.3 - M2C4) for funding irrigation network improving according to WFD objectives and DNSH principle. DANIA was the instrument through which irrigation boards submitted their projects for funding, then selected by Ministry of Agriculture according to eligibility and selection criteria defined and automatically applied to submitted projects basing on information collected in DANIA. The efficacy of this selection procedure in term of reduction of procedural times and data reliability have been analysed. Comparing the time of the different evaluation steps with that of the previous investment Programs, the use of DANIA has allowed to significantly reduce the time needed for the completion of all evaluation procedure, both in terms of days occurred per funded project (70% less than the previous procedure) and in terms of funded amount per days of evaluation (approximately double of the previous one). About data reliability, the information inserted in DANIA, and then the relative score assigned to projects, were confirmed by expert evaluation for the 69% of the funded projects and none of these differences is related to technical feature of the project. This allows us to argue that the applied selection procedure is reliable and that, in general, the irrigation boards enter accurate information.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;DANIA</kwd>
        <kwd>irrigation investments</kwd>
        <kwd>funding procedure</kwd>
        <kwd>water management in agriculture</kwd>
        <kwd>WFD DNSH 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Over the last ten years, Italian Ministry of Agriculture (MASAF) has implemented a long-term
strategy for the adaptation and efficiency of irrigation networks, to reduce risks related to water
scarcity and floods in agriculture. Several investments Programs have been funded with European
and domestic funds to apply this strategy, starting from the National Rural Development Program
(NRDP 2014-2020) financed by the European Agricultural Fund for Rural Development (EAFRD),
which was complemented by a similar measure with national funds from the Development and
measure is part of Italian commitment within the Water Action Agenda of United Nations (PNRR –
Investments in the resilience of the irrigation agro system for better management of water resources
| Department of Economic and Social Affairs (un.org).</p>
      <p>The planning of these investments was aimed at improving water management, for the
sustainability and competitiveness of the agricultural sector, with a focus on environmental issues.</p>
      <p>The coordinated implementation of this plans was supported by two different national
information systems, SIGRIAN and DANIA, realized by Research Centre for Agricultural Policies
and Bioeconomy (CREA PB), on behalf of the Italian Ministry of Agriculture (MASAF).</p>
      <p>
        SIGRIAN (National Information System for Water Management in Agriculture) is a WebGIS
platform (https://sigrian.crea.gov.it/) providing an overview of the Italian irrigation system [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. It is
the reference database to which irrigation boards must transmit information on measured or
estimated water volumes for collective irrigation (withdrawals, uses, return flows) [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        DANIA (National Database of Investments for Irrigation and Environment) is an online database
(https://dania.crea.gov.it/) collecting projects on irrigation networks implemented by irrigation
boards, both planned and funded. For each project, technical, financial, and environmental data are
collected in four homogeneous sections of information, allowing the projects to be catalogued (and
thus selected) and monitored basing on objective criteria and parameters, useful in the programming
and in the monitoring phase of the funded projects, to evaluate the efficacy of the policies, through
the quantification of appropriate indicators. The database model and the data stored in DANIA were
outlined in a previous work [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>DANIA and SIGRIAN have their own specific application for which they were designed but their
jointly use improved the quality of policy programming and monitoring, in the pursuit of sustainable
development [4] [5].</p>
      <p>From the procedural point of view, over the time MASAF projects’ financing procedure has
progressively moved from the political agreement between the Ministry and the Regions to
multicriteria selection through public tender, with direct application of projects by potential beneficiary
(irrigation boards) [6].</p>
      <p>This path was helped by the use of DANIA over time in all phases (programming, implementing
and monitoring) of plans implementation.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Programming, implementing and monitoring irrigation investment programs within National Recovery and Resilience Plan</title>
      <p>Within the Mission 2 – Component 4 of Italian National Recovery and Resilience Plan (NRRP),
Ministry of Agriculture planned the investment 4.3 - Investments in the resilience of the irrigation agro
system for better management of water resources, providing for infrastructural interventions on the
irrigation networks in order to improve water management, reduce water losses and promote the
measurement and monitoring on collective networks (through the installation of meters and remote
control systems) (PNRR – Investments in the resilience of the irrigation agro system for better
management of water resources | Department of Economic and Social Affairs (un.org)).</p>
      <p>Part of the available budget was used to select new projects, according to the new call for funding
in 2021 for about 520 million euro; other 360 million euro were used to guarantee the progress of
projects already funded with other domestic funds, which were included in the timeline of the
measure because of their coherence with its aim and timing.</p>
      <p>DANIA, jointly with SIGRIAN, was applied in programming and implementing the measure and
will also apply in monitoring phase (Figure 1).</p>
      <p>In the programming stage, for the evaluation and monitoring of measure, two performance
indicators have been set up:
1. Increase the percentage of withdrawal sources equipped with meters from 24% (baseline) to
at least 26% in 2024, and 29% in 2026 (M2C4-34);
2. Increase the percentage of irrigated area that benefit from efficient use of irrigation resources
from 8% (baseline) to at least 12% in 2024, and 24% in 2026 (M2C4-35).</p>
      <p>The value of baseline and target (ongoing and final) was defined by DANIA and SIGRIAN
information. In the monitoring stage, the actual value achievable for these indicators will be assess
at the medium term (2024) and final deadline (2026) by DANIA information on funded projects.</p>
      <p>In the implementation of the measure, DANIA was also the instrument through which the
projects were submitted by irrigation boards and selected by Ministry of Agriculture according to
eligibility and selection criteria defined by MASAF.</p>
      <p>For the funding of new projects, eligibility and selecting criteria (Fig. 2 and 3) were settled down
in order to select interventions able to guarantee water saving and water use efficiency, in line with
the objectives of the Water framework directive (WFD), the “do no significant harm” (DNSH)
principle and the implementation deadlines set by the NRRP.</p>
      <p>Figure 2 summarises the 23 eligibility criteria for accessing the call for funding. Figure 3 shows
the 11 selection criteria for ranking projects.</p>
      <p>All these parameters were defined by MASAF on the basis of some DANIA fields and published
with a Ministerial Decree in June 2021, when the call for funding was lunched. Even the score of
some selection criteria was defined according to statistic elaboration of DANIA information.</p>
      <p>From June to September 2021, irrigation boards submitted their projects in DANIA, declaring their
willingness to apply for funding within the measure using two specific fields of DANIA: “Phase =
Submitted for funding” and “Source of Funding = Recovery Plan”.</p>
      <p>For a successful application, irrigation boards had to compile in DANIA all the information
necessary to evaluate the eligibility and selection criteria.</p>
      <p>DANIA does not currently provide any data processing functionality, as the possibilities for
processing information are potentially infinite and variable depending on the methods of allocating
funds, both by Ministries and Regions. Therefore, the verification of the eligibility and selection
conditions was conducted “outside” DANIA by implementing a specific Excel spreadsheet to process
the data declared in DANIA.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Results and discussion</title>
      <p>After the submission deadline (25 September 2021), the data of the 249 projects submitted by 97
irrigation boards were downloaded by DANIA and imported into the aforementioned Excel
spreadsheet for the purpose of checking the eligibility and selection criteria, as well as for the
allocation of provisional scores.</p>
      <p>Then, a list of 159 eligible (respecting all the eligibility criteria) and ranked (basing on the score
assigned trough selection criteria) projects was immediately produced and published by MASAF in
only five days (MASAF Decree n. 0490962 of 30/09/2021).</p>
      <p>Basing on the available budget, MASAF started a verification procedure by asking only the
beneficiary of the first 57 projects in the ranking to produce documentation supporting the data
declared in DANIA. These documents were analysed by a group of 12 experts who concluded the
investigation in 3 months.</p>
      <p>In September 2022, one year after the end of the selection process, MASAF published a list of 42
projects selected for funding, with an allocated budget of 517.4 million euro.</p>
      <p>The effectiveness of this procedure can be analysed considering the reduction of verification times
and the declared data reliability.</p>
      <p>First of all, it is possible to compare the time taken for each evaluation stage with that taken for
previous investment programmes, such as the NRDP and CDP: with regard to the eligibility check
phase, the efficacy of evaluation, in terms of the number of days occurred per eligible project, can be
estimate in 0.03 days/projects, which is considerably less than the previous value of 5.4 and 8.9,
respectively (Table 1).</p>
      <p>Furthermore, an efficacy evaluation can also be applied to the whole projects selection, from the
deadline of call for funding to the publication of the list of funded projects, both in terms of days
occurred per funded project (70% less than the previous procedure) and in terms of funded amount
per day of evaluation (up to seven times the previous one) (Table 2).</p>
      <p>The results show that the use of DANIA for the selection process markedly reduced the time
required to identify the project’s eligibility for funding and to complete the evaluation process. The
evaluation by an expert committee requires that all eligible projects must be analysed in order to be
included in a ranking, even if the budget is sufficient for only a small percentage of them. Conversely,
the automatic application with DANIA was utilised to submit only those projects that were in useful
position for funding and eligible for ranking by an expert committee evaluation.</p>
      <p>In terms of the reliability of the data, the group of experts appointed by MASAF to carry out the
project appraisal corroborated DANIA’s data for 69% of the projects in question (29 projects out of a
total of 42), thus confirming consistency with the data provided by the irrigation boards themselves
in the project documentation. For the remaining 13 projects, 14 incorrect data were found regarding
some selection criteria (S8, S9 e S11 in Fig. 3) whose evaluation by the irrigation boards was
susceptible to a certain degree of subjectivity and/or error (see Fig. 4).</p>
      <p>This allows us to argue that the applied selection procedure is reliable and that, in general, the
irrigation boards enter accurate information, so that in the subsequent investigation phase a good
correspondence between the data was found.</p>
      <p>However, some critical issues can be highlighted. First of all, this multi-criteria procedure proves
suitable for the evaluation of projects whose technical validity and coherence with territorial
objectives have been previously assessed, so that their compliance with the specificities and
objectives of each funding programme in terms of admissible actions and intervention objectives can
be verified. That is why projects in DANIA must be previously accepted by the reference Regions,
which characterise them by an intervention priority (from high to low).</p>
      <p>Furthermore, although some procedures are in place to ensure the completeness, accuracy and
consistency of the information, the verification of project data is not completely automated, but
requires formal verification by the Funding Body (in this case MASAF). A procedure for verifying
and formalizing the data entered is currently under consideration with a view to making it more
official.</p>
      <p>Another crucial aspect of this process is the potential for duplication of projects within DANIA,
whereby individual projects may be grouped or split on occasion to meet the specific requirements
of funding calls. One potential solution that could be explored in the future is the development of
application masks that are linked to, but independent of, project data.</p>
    </sec>
    <sec id="sec-4">
      <title>Acknowledgements</title>
      <p>SIGRIAN and DANIA were developed under the European Agricultural Fund for Rural
Development and Italian Development and Cohesion Fund, respectively.</p>
    </sec>
    <sec id="sec-5">
      <title>Declaration on Generative AI</title>
      <p>The author(s) have not employed any Generative AI tools.
[4] R. Zucaro, V. Manganiello, R. Lorenzetti, M. Ferrigno, Application of Multi-Criteria Analysis
selecting the most effective Climate change adaptation measures and investments in the Italian
context, Bio-Based and Applied Economics, 10 (2021) 109-122. doi: 10.36253/bae-9545
[5] V. Manganiello, M. Ferrigno, SIGRIAN and DANIA to promote measurement of agriculture
water use, in: Proceedings of 12th World Congress on Water Resources and Environment,
EWRA 2023, Thessaloniki, Greece.
[6] M. Ferrigno, L. A. Folino, N. Crisponi, S. Capone, V. Manganiello, SIGRIAN and DANIA to
support water related policies for efficient and sustainable irrigation, in: Proceedings of 14th
European Conference on Precision Agriculture, ECPA 2023, Bologna, Italy.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>R.</given-names>
            <surname>Zucaro</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Giannerini</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. G.</given-names>
            <surname>Pepe</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F. L.</given-names>
            <surname>Tascone</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Martello</surname>
          </string-name>
          ,
          <article-title>Water Data Sharing in Italy with SIGRIAN WebGIS Platform in</article-title>
          : M.
          <string-name>
            <surname>Salampasis</surname>
          </string-name>
          , T. Bournaris (Eds.),
          <source>Information and Communication Technologies in Modern Agricultural Development</source>
          , volume
          <volume>953</volume>
          of Communications in Computer and Information Science, Springer Cham, Switzerland,
          <year>2017</year>
          , pp.
          <fpage>110</fpage>
          -
          <lpage>117</lpage>
          . doi:
          <volume>10</volume>
          .1007/978-3-
          <fpage>030</fpage>
          -12998-
          <issue>9</issue>
          _
          <fpage>8</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>R.</given-names>
            <surname>Zucaro</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Ferrigno</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            <surname>Manganiello</surname>
          </string-name>
          ,
          <article-title>Italian approach to quantify water for irrigation</article-title>
          ,
          <source>in: Proceedings of 11th World Congress on Water Resources and Environment</source>
          ,
          <string-name>
            <surname>EWRA</surname>
          </string-name>
          <year>2019</year>
          , IAEA Press, Vienna,
          <year>2019</year>
          , pp.
          <fpage>315</fpage>
          -
          <lpage>316</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>M.</given-names>
            <surname>Ferrigno</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Lorenzetti</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.A.</given-names>
            <surname>Folino</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Zucaro</surname>
          </string-name>
          ,
          <article-title>The new Italian web database to support irrigation investment policies</article-title>
          : DANIA,
          <source>International Journal of Sustainable Agricultural Management and Informatics</source>
          ,
          <volume>8</volume>
          (
          <year>2022</year>
          )
          <fpage>64</fpage>
          -
          <lpage>83</lpage>
          . doi:
          <volume>10</volume>
          .1504/IJSAMI.
          <year>2022</year>
          .
          <volume>123047</volume>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>