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Davide RIZZO et al. – Sant’Anna Pisa – ridavide@gmail.com
Mapping the fragility hotspots of a Mediterranean terraced system
a landscape agronomy approach based on GIS multi-criteria analysis.
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
Davide
Sabine
Tiziana
Enrico
RIZZO landscape agronomist
GENNAI-SCHOTT geographer
SABBATINI geologist
BONARI agronomist
Mapping the fragility hotspots of a Mediterranean terraced system
a landscape agronomy approach based on GIS multi-criteria analysis.
2
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
3
Focus on management
PhD on terrace
landscape management
and function with
research action
approach
PhD on landscape
agronomy mapping to
identify management
priorities
International research
project (French ANR) to
characterize periurban
agricultural systems
and actors
Where are the different terraces?
Who is managing the terrace system?
http://bit.ly/MontemagnoStories
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
Introduction
& aim
4
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
Current management of
Mediterranean terraced landscapes
rises questions that go beyond the
agricultural dynamics.
Numerous studies addressed so far
various geographic locations though
mainly with disciplinary approaches.
We need a shift towards a territorial
perspective to cope with the post-
productive context
5
Terraced landscapes: beyond sectorial approaches
Cf. introductory plenary by Sabina Asins-Velis
October 7, 2016 in Venice
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
6
Terrace systems are mainly in foothills
Varotto et al., 2016 MapTer early results
TL3 plenary October 7, Venice
Terrace height average
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
7
Foothill periurbanisation in central Tuscany
http://bit.ly/ISPRA2015
Ispra, report n.218, 2015
Foothill areas in
between Florence and
Pisa farming systems
are increasingly
urbanized
So, local terrace
systems are shifting
toward neo-rurality and
periurbanity: farming is
just as part-time or
hobby activity.
MapTer2016
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
8
What is abandonment (in periurban systems)?
These systems
are concerned by
either the
complete
abandonment of
the farming
system OR, with
new
management
styles, may imply
only a partial
abandonment
(just of terrace
management).Monte Pisano (ITA) | Photo: Rizzo D
Importance of mapping terrace management practices
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
9
Informing & supporting new land managers
Observable
current
dynamics
suggest that
major
challenges for
conservation is
to capitalize
past
knowledge to
provide a
reliable
support for the
new land
managersMonte Pisano (ITA) | Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
To develop
territorial
strategies to
preserve the
character of
terrace systems
we proposed a
landscape
agronomy
approach.
10
A landscape agronomy background
Benoît M, Rizzo D, et al. Landscape
agronomy: a new field for addressing
agricultural landscape dynamics.
Landscape Ecology 10 (2012)
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
introduction and aim
Discussing a spatially explicit
method combining natural and
anthropic landscape features
related the expected terrace
degradation dynamics (fragility).
11
AIM of this talk
1. mapping terraces
2. describe management
3. prioritize management
4. support management
Monte Pisano (ITA) | Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
The study
1. mapping terraces
2. describe management
3. prioritize management
4. support management
12
Monte Pisano (ITA)
| Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
13
Terraces throughout the Mediterranean
Main terraced systems below 1000m a.s.l.
Ambroiseetal.,1989;GroveeRackham,2000;Brancuccietal.,2000;
Pinto-CorreiaeVos,2004;Baldeschietal.,2005
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
14
A clear knowledge gap (ISPRA report, 2008)
plain
hill
mountain
Source: Landslides in Italy - Special Report 2008, ISPRA Original source: LPIS refresh di AGEA-SIN
Red dots:
terraced
fields
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
15
Terrace intensity (Agnoletti et al., 2015)
18 sample area with
terrace intensity
ranging from
512 to 1,422 m/ha
The greatest part is
cultivated with olive groves
“Given the historical and cultural
significance of these agricultural
landscapes, we need to expand our
knowledge through an integrated
and multidisciplinary approach.”
Territorial Analysis of the Agricultural Terraced Landscapes
of Tuscany (Italy): Preliminary Results. Sustainability 7(2015)
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
16
Terrace per landscape unit (Rossi et al., 1994)
• Widespread in the Region
(Apennine hills)
• 2 areas emerge: Monte Pisano
(near Pisa) and Montalbano
(near Vinci)
• Both with intensive olive grove
production systems
Ratio on
the total
landscape
unit area
http://bit.ly/ArsiaTer
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
17
Different techniques 1 (Region Tuscany)
Elaborated from the Piano di Indirizzo
Territoriale 2005-2010, Reg. Tuscany
Coexistence
of different
techniques
http://bit.ly/ArsiaTer
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
18
Different techniques 2 (historical maps)
Best suited for
local geology,
pedology and
morphology
http://bit.ly/ArsiaTer
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
19
Study area: Monte Pisano (ITA, Tuscany)
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
20
Mapping for managing
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
The study
1. mapping terrace
2. describe management
3. prioritize management
4. support management
21
Monte Pisano (ITA) | Photo: F. Casella
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
22
Immediate issues: runoff & acessibility
http://bit.ly/MontemagnoRain
Photo: Fabio Casella
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
23
Where is the abandonment?
Monte Pisano (ITA) | Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
24
Altogether, a simple structure
To p h i l l w o o d s
M i d h i l l t e r r a c e s
F o o t h i l l v i l l a g e s
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
25
Terraces are part of a complex system
Total monuntain: 160 Km2;
Study focus: 62 Km2
Ave slope37%
(>20% in >80% of the area)
Shallow soils
Ave rain: 1000÷1300 mm/yr
micro-topography is crucial
ave dry-stone wall density
1,050m/ha
(max 2000m/ha)
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
26
Dry-stone wall terraces
Caruso, 1883
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
27
Complex practice to manage soil & water
Figures: F. Casella & D. Rizzo
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
28
Dry-stone wall density
ave 1050m/ha
(max 2000m/ha)
1,813 ha of total
agricultural surface
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
29
Different techniques / management
Best suited for local
geology, pedology and
morphology
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
The study
1. mapping terraces
2. describe management
3. prioritize management
4. support management
30
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
31
GIS-Multicriteria workflow
Rizzo et al. (in preparation) Evaluation and reliability of a GIS-based multicriteria assessment Mediterranean terraced system fragility
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
32
Modeling preferences
Orientation
Elevation
Agro-pedology
Geomorphological risk
Terrace type
Terrace density
Land use and
abandonment
Structural
fragility
Agronomic
parameters
Anthropic
modifications
Total
fragility
Management
practices
Geomorphology
GOALS CRITERIA ATRIBUTES
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
33
Attribute classification (rasters 10x10m)
min maxGeomorphological risk
min. erodibility
max. infiltration
max. erodibility
min. infiltration
agro-pedology
high suitability for local crops low suitability for local cropsaltitude
high suitability
max. total evapotransp.
low suitability
min. total evapotransp.
orientation
little morphological change
simple management
great morphological change
intensive management
Terrace type
low labour intensity, cultivated high labour intensity, abandoned
Land use
Terrace density
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
34
Structural fragility
Ranked spatial
alternatives responding to
the initial decision
problem, classed into four
levels ranging from weak
to strong,
i.e. where intensive
management is required to
mitigate/avoid expected
degradation phenomena.
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
35
Total fragility
Accounting for actual
agricultural management (i.e.,
cultivated versus abandoned
olive groves) reduced fragility
for >1/3 compared to
structural fragility
35% improved
56% unchanged
9% worsen
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
The field validation showed
that the method proved
reliable at identifying the
extreme classes of fragility.
36
Evaluating the GIS-MCA accuracy
KHAT measures accuracy removing
random effect. It varies between 0
(completely random results) and 1
(perfect accuracy)
79.1%
76.8%
Producer accuracyProducer accuracy User accuracy Producer accuracy User accuracy
Structural fragility Total fragility
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
The study
1. mapping terraces
2. describe management
3. prioritize management
4. support management
37
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
38
Map provides context for management
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
39
Evaluating terrace management costs
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
40
Insight in production practices
0
0.5
1
1.5
2
2.5
0 200 400 600 800 1000
oil(l)/tree
number of trees
Olive oil per tree as function of nb of tree
managed per farmer
46%
43%
8%
3%
Tree managed/ hobby farmer
up to200
up to 400
up to 1000
more than 1000
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
Altogether, the
various study outputs
(maps, handbook,
disseminations
activities) are
supporting local policy
makers at prioritizing
the use of monetary
resources (e.g., public
investments or
targeted subsidies)
ordinarily insufficient
to cope with the huge
need for the whole
terraced system.
41
Capitalizing knowledge
http://bit.ly/MP_Manuale
Mapping the fragility hotspots of
a Mediterranean terraced system
the study
Davide Rizzo et al.
Chiavari October 10, 2016
Progetti
Manuali (capitalizing knowledge)
Cost evaluations (PIT Toscana)
42
Disseminating management skills
Monte Pisano (ITA) | Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
Perspective
& conclusion
43
Monte Pisano (ITA) | Photo: Rizzo D
Mapping the fragility hotspots of
a Mediterranean terraced system
perspectives and conclusion
Davide Rizzo et al.
Chiavari October 10, 2016
44
Where do we go from here?
Remote sensing and
multidisciplinary methods to fill
the knowledge gap on terrace
system structure
Interviews and participatory
approaches to involve local
experts and complement
existing and available maps.
Formalization through
handbook and maps to ease
transmission and
dissemination.
Involve the various land
managers and raise awareness
on the system perspective
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
45
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
46
REF
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
47
References
Agnoletti M, Conti L, Frezza L, Santoro A (2015) Territorial
Analysis of the Agricultural Terraced Landscapes of Tuscany
(Italy): Preliminary Results. Sustainability 7:4564–4581. doi:
10.3390/su7044564
Congalton RG (1991) A review of assessing the accuracy of
classifications of remotely sensed data. Remote Sensing of
Environment 37:35–46. doi: 10.1016/0034-4257(91)90048-B
Gennai-Schott S, Rizzo D, Sabbatini T, Marraccini E (2014)
Uno studio dell’intensità dei sistemi olivicoli collinari
terrazzati: il caso del Monte Pisano. Atti del XLIII Convegno
Nazionale della Società Italiana di Agronomia
Rizzo D, Galli M, Sabbatini T, Bonari E (2007) Terraced
landscapes characterization. Developing a methodology to
map and analyze the agricultural management impacts
(Monte Pisano, Italy). Revue Internationale de Géomatique
17:431–447. doi: 10.3166/geo.17.431-447
Benoît M, Rizzo D, Marraccini E, et al. (2012) Landscape
agronomy: a new field for addressing agricultural landscape
dynamics. Landscape Ecology 10:1385–1394. doi:
10.1007/s10980-012-9802-8
Galli M, Pieroni P, Brunori G (2003). Un’esperienza di ricerca
partecipativa per la valorizzazione degli spazi rurali nel
comprensorio del Monte Pisano, Genio Rurale LXVI(3):54–
63.
Ambroise R., Frapa P., Giorgis S., 1989. Paysages de
terrasses, Édisud, Aix-en-Provence.
Brancucci G., Ghersi A., Ruggiero M.E., 2000. Paesaggi liguri
a terrazze: riflessioni per una metodologia di studio, Alinea
Editrice, Firenze.
Baldeschi P. (a cura di), 2000. Il Chianti fiorentino un
progetto di tutela del paesaggio, Laterza, Bari.
Baldeschi P. (a cura di), 2005. Il paesaggio agrario del
Montalbano: identità sostenibilità società locale, Passigli
Editore, Firenze.
Pinto-Correia T., Vos W., 2004. Multifunctionality in
Mediterranean landscapes - past and future. In: R. Jongman
(a cura di), The New Dimensions of European Landscape,
UR Frontis Series 12, Wageningen, pp. 135–164.
Grove A.T., Rackham O., 2001. The Nature of Mediterranean
Europe: an ecological history, Yale University Press, Oxford.
Rizzo D (2009) Landscape-agronomic analysis in the agro-
environmental fragility assessment of a terraced landscape.
PhD thesis, Scuola Superiore Sant’Anna
Galli M, Rizzo D, Casella F (2008) Il paesaggio terrazzato del
Monte Pisano tra permanenza e mutamenti. ETS, Pisa (Italy)
Desplanches H., 1977. I paesaggi collinari tosco-umbro-
marchigiani, in I paesaggi umani, TCI, Milano
Pedreschi L., 1963. I terrazzamenti agrari in Val di Serchio,
Pubblicazioni dell’Istituto di Geografia dell’Università di
Pisa, n. 10. Pisa, La Goliardica.
48
Classe di fragilità somma
1 2 3 4
strutturale
1 14,0 % 3,9 % 1,1 % - 18,9 %
2 1,8 % 3,6 % 1,8 % 0,1 % 7,3 %
3 1,2 % 5,9 % 21,5 % 6,7 % 35,3 %
4 - 0,9 % 13,5 % 24,1 % 38,5 %
somma 17,1 % 14,2 % 37,9 % 30,9 % 100 %
complessiva
1 15,5 % 3,6 % 1,1 % - 20,1 %
2 1,4 % 9,1 % 6,9 % 4,8 % 22,2 %
3 0,2 % 1,4 % 27,2 % 15,4 % 44,3 %
4 - 0,1 % 2,7 % 10,6 % 13,4 %
somma 17,1 % 14,2 % 37,9 % 30,9 % 100 %
Matrice di errore
introduzione caso di studio metodo risultati conclusioni
Accuratezza della mappatura :
• dati corretti sulla diagonale
• errori di stima (confronto per riga)
% sul totale della
superficie rilevata
stimata
rilevata
Mapping the fragility hotspots of
a Mediterranean terraced system
Davide Rizzo et al.
Chiavari October 10, 2016
49
Cameo di Crozza all'interno dell'album "Cicciput" di Elio e le Storie Tese
Ciao, sono Maurizio Crozza, e voglio dirti una cosa.
Ogni anno la Toscana è depredata della sua terra stessa.
Ogni giorno un po' di Toscana muore.
Forse per gli incendi? No no no no no.
Forse per i saccheggi? No no no no no.
Forse perché...? No no no no no.
La Toscana muore perché ogni giorno qualcuno porta via un sasso.
Se ognuno di noi portasse via un sasso, la Toscana si espanderebbe
in tutto il mondo e nessuno potrebbe riconoscere più la Toscana,
perché sarebbe ormai in tutto il mondo, quindi tutto il mondo si
potrebbe chiamare Toscana, quindi la Toscana non esisterebbe più.
Non portare via un sasso dalla Toscana, perché altrimenti non
sappiamo più dov'è la Toscana.
https://youtu.be/Lp-HOfJfElk

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Mapping fragility hotspots of a Mediterranean terraced system

  • 1. Davide RIZZO et al. – Sant’Anna Pisa – ridavide@gmail.com Mapping the fragility hotspots of a Mediterranean terraced system a landscape agronomy approach based on GIS multi-criteria analysis.
  • 2. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 Davide Sabine Tiziana Enrico RIZZO landscape agronomist GENNAI-SCHOTT geographer SABBATINI geologist BONARI agronomist Mapping the fragility hotspots of a Mediterranean terraced system a landscape agronomy approach based on GIS multi-criteria analysis. 2
  • 3. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 3 Focus on management PhD on terrace landscape management and function with research action approach PhD on landscape agronomy mapping to identify management priorities International research project (French ANR) to characterize periurban agricultural systems and actors Where are the different terraces? Who is managing the terrace system? http://bit.ly/MontemagnoStories
  • 4. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 Introduction & aim 4
  • 5. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim Current management of Mediterranean terraced landscapes rises questions that go beyond the agricultural dynamics. Numerous studies addressed so far various geographic locations though mainly with disciplinary approaches. We need a shift towards a territorial perspective to cope with the post- productive context 5 Terraced landscapes: beyond sectorial approaches Cf. introductory plenary by Sabina Asins-Velis October 7, 2016 in Venice
  • 6. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim 6 Terrace systems are mainly in foothills Varotto et al., 2016 MapTer early results TL3 plenary October 7, Venice Terrace height average
  • 7. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim 7 Foothill periurbanisation in central Tuscany http://bit.ly/ISPRA2015 Ispra, report n.218, 2015 Foothill areas in between Florence and Pisa farming systems are increasingly urbanized So, local terrace systems are shifting toward neo-rurality and periurbanity: farming is just as part-time or hobby activity. MapTer2016
  • 8. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim 8 What is abandonment (in periurban systems)? These systems are concerned by either the complete abandonment of the farming system OR, with new management styles, may imply only a partial abandonment (just of terrace management).Monte Pisano (ITA) | Photo: Rizzo D Importance of mapping terrace management practices
  • 9. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim 9 Informing & supporting new land managers Observable current dynamics suggest that major challenges for conservation is to capitalize past knowledge to provide a reliable support for the new land managersMonte Pisano (ITA) | Photo: Rizzo D
  • 10. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim To develop territorial strategies to preserve the character of terrace systems we proposed a landscape agronomy approach. 10 A landscape agronomy background Benoît M, Rizzo D, et al. Landscape agronomy: a new field for addressing agricultural landscape dynamics. Landscape Ecology 10 (2012)
  • 11. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 introduction and aim Discussing a spatially explicit method combining natural and anthropic landscape features related the expected terrace degradation dynamics (fragility). 11 AIM of this talk 1. mapping terraces 2. describe management 3. prioritize management 4. support management Monte Pisano (ITA) | Photo: Rizzo D
  • 12. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 The study 1. mapping terraces 2. describe management 3. prioritize management 4. support management 12 Monte Pisano (ITA) | Photo: Rizzo D
  • 13. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 13 Terraces throughout the Mediterranean Main terraced systems below 1000m a.s.l. Ambroiseetal.,1989;GroveeRackham,2000;Brancuccietal.,2000; Pinto-CorreiaeVos,2004;Baldeschietal.,2005
  • 14. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 14 A clear knowledge gap (ISPRA report, 2008) plain hill mountain Source: Landslides in Italy - Special Report 2008, ISPRA Original source: LPIS refresh di AGEA-SIN Red dots: terraced fields
  • 15. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 15 Terrace intensity (Agnoletti et al., 2015) 18 sample area with terrace intensity ranging from 512 to 1,422 m/ha The greatest part is cultivated with olive groves “Given the historical and cultural significance of these agricultural landscapes, we need to expand our knowledge through an integrated and multidisciplinary approach.” Territorial Analysis of the Agricultural Terraced Landscapes of Tuscany (Italy): Preliminary Results. Sustainability 7(2015)
  • 16. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 16 Terrace per landscape unit (Rossi et al., 1994) • Widespread in the Region (Apennine hills) • 2 areas emerge: Monte Pisano (near Pisa) and Montalbano (near Vinci) • Both with intensive olive grove production systems Ratio on the total landscape unit area http://bit.ly/ArsiaTer
  • 17. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 17 Different techniques 1 (Region Tuscany) Elaborated from the Piano di Indirizzo Territoriale 2005-2010, Reg. Tuscany Coexistence of different techniques http://bit.ly/ArsiaTer
  • 18. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 18 Different techniques 2 (historical maps) Best suited for local geology, pedology and morphology http://bit.ly/ArsiaTer
  • 19. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 19 Study area: Monte Pisano (ITA, Tuscany)
  • 20. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 20 Mapping for managing
  • 21. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 The study 1. mapping terrace 2. describe management 3. prioritize management 4. support management 21 Monte Pisano (ITA) | Photo: F. Casella
  • 22. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 22 Immediate issues: runoff & acessibility http://bit.ly/MontemagnoRain Photo: Fabio Casella
  • 23. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 23 Where is the abandonment? Monte Pisano (ITA) | Photo: Rizzo D
  • 24. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 24 Altogether, a simple structure To p h i l l w o o d s M i d h i l l t e r r a c e s F o o t h i l l v i l l a g e s
  • 25. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 25 Terraces are part of a complex system Total monuntain: 160 Km2; Study focus: 62 Km2 Ave slope37% (>20% in >80% of the area) Shallow soils Ave rain: 1000÷1300 mm/yr micro-topography is crucial ave dry-stone wall density 1,050m/ha (max 2000m/ha)
  • 26. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 26 Dry-stone wall terraces Caruso, 1883
  • 27. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 27 Complex practice to manage soil & water Figures: F. Casella & D. Rizzo
  • 28. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 28 Dry-stone wall density ave 1050m/ha (max 2000m/ha) 1,813 ha of total agricultural surface
  • 29. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 29 Different techniques / management Best suited for local geology, pedology and morphology
  • 30. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 The study 1. mapping terraces 2. describe management 3. prioritize management 4. support management 30
  • 31. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 31 GIS-Multicriteria workflow Rizzo et al. (in preparation) Evaluation and reliability of a GIS-based multicriteria assessment Mediterranean terraced system fragility
  • 32. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 32 Modeling preferences Orientation Elevation Agro-pedology Geomorphological risk Terrace type Terrace density Land use and abandonment Structural fragility Agronomic parameters Anthropic modifications Total fragility Management practices Geomorphology GOALS CRITERIA ATRIBUTES
  • 33. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 33 Attribute classification (rasters 10x10m) min maxGeomorphological risk min. erodibility max. infiltration max. erodibility min. infiltration agro-pedology high suitability for local crops low suitability for local cropsaltitude high suitability max. total evapotransp. low suitability min. total evapotransp. orientation little morphological change simple management great morphological change intensive management Terrace type low labour intensity, cultivated high labour intensity, abandoned Land use Terrace density
  • 34. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 34 Structural fragility Ranked spatial alternatives responding to the initial decision problem, classed into four levels ranging from weak to strong, i.e. where intensive management is required to mitigate/avoid expected degradation phenomena.
  • 35. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 35 Total fragility Accounting for actual agricultural management (i.e., cultivated versus abandoned olive groves) reduced fragility for >1/3 compared to structural fragility 35% improved 56% unchanged 9% worsen
  • 36. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 The field validation showed that the method proved reliable at identifying the extreme classes of fragility. 36 Evaluating the GIS-MCA accuracy KHAT measures accuracy removing random effect. It varies between 0 (completely random results) and 1 (perfect accuracy) 79.1% 76.8% Producer accuracyProducer accuracy User accuracy Producer accuracy User accuracy Structural fragility Total fragility
  • 37. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 The study 1. mapping terraces 2. describe management 3. prioritize management 4. support management 37
  • 38. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 38 Map provides context for management
  • 39. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 39 Evaluating terrace management costs
  • 40. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 40 Insight in production practices 0 0.5 1 1.5 2 2.5 0 200 400 600 800 1000 oil(l)/tree number of trees Olive oil per tree as function of nb of tree managed per farmer 46% 43% 8% 3% Tree managed/ hobby farmer up to200 up to 400 up to 1000 more than 1000
  • 41. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 Altogether, the various study outputs (maps, handbook, disseminations activities) are supporting local policy makers at prioritizing the use of monetary resources (e.g., public investments or targeted subsidies) ordinarily insufficient to cope with the huge need for the whole terraced system. 41 Capitalizing knowledge http://bit.ly/MP_Manuale
  • 42. Mapping the fragility hotspots of a Mediterranean terraced system the study Davide Rizzo et al. Chiavari October 10, 2016 Progetti Manuali (capitalizing knowledge) Cost evaluations (PIT Toscana) 42 Disseminating management skills Monte Pisano (ITA) | Photo: Rizzo D
  • 43. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 Perspective & conclusion 43 Monte Pisano (ITA) | Photo: Rizzo D
  • 44. Mapping the fragility hotspots of a Mediterranean terraced system perspectives and conclusion Davide Rizzo et al. Chiavari October 10, 2016 44 Where do we go from here? Remote sensing and multidisciplinary methods to fill the knowledge gap on terrace system structure Interviews and participatory approaches to involve local experts and complement existing and available maps. Formalization through handbook and maps to ease transmission and dissemination. Involve the various land managers and raise awareness on the system perspective
  • 45. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 45
  • 46. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 46 REF
  • 47. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 47 References Agnoletti M, Conti L, Frezza L, Santoro A (2015) Territorial Analysis of the Agricultural Terraced Landscapes of Tuscany (Italy): Preliminary Results. Sustainability 7:4564–4581. doi: 10.3390/su7044564 Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37:35–46. doi: 10.1016/0034-4257(91)90048-B Gennai-Schott S, Rizzo D, Sabbatini T, Marraccini E (2014) Uno studio dell’intensità dei sistemi olivicoli collinari terrazzati: il caso del Monte Pisano. Atti del XLIII Convegno Nazionale della Società Italiana di Agronomia Rizzo D, Galli M, Sabbatini T, Bonari E (2007) Terraced landscapes characterization. Developing a methodology to map and analyze the agricultural management impacts (Monte Pisano, Italy). Revue Internationale de Géomatique 17:431–447. doi: 10.3166/geo.17.431-447 Benoît M, Rizzo D, Marraccini E, et al. (2012) Landscape agronomy: a new field for addressing agricultural landscape dynamics. Landscape Ecology 10:1385–1394. doi: 10.1007/s10980-012-9802-8 Galli M, Pieroni P, Brunori G (2003). Un’esperienza di ricerca partecipativa per la valorizzazione degli spazi rurali nel comprensorio del Monte Pisano, Genio Rurale LXVI(3):54– 63. Ambroise R., Frapa P., Giorgis S., 1989. Paysages de terrasses, Édisud, Aix-en-Provence. Brancucci G., Ghersi A., Ruggiero M.E., 2000. Paesaggi liguri a terrazze: riflessioni per una metodologia di studio, Alinea Editrice, Firenze. Baldeschi P. (a cura di), 2000. Il Chianti fiorentino un progetto di tutela del paesaggio, Laterza, Bari. Baldeschi P. (a cura di), 2005. Il paesaggio agrario del Montalbano: identità sostenibilità società locale, Passigli Editore, Firenze. Pinto-Correia T., Vos W., 2004. Multifunctionality in Mediterranean landscapes - past and future. In: R. Jongman (a cura di), The New Dimensions of European Landscape, UR Frontis Series 12, Wageningen, pp. 135–164. Grove A.T., Rackham O., 2001. The Nature of Mediterranean Europe: an ecological history, Yale University Press, Oxford. Rizzo D (2009) Landscape-agronomic analysis in the agro- environmental fragility assessment of a terraced landscape. PhD thesis, Scuola Superiore Sant’Anna Galli M, Rizzo D, Casella F (2008) Il paesaggio terrazzato del Monte Pisano tra permanenza e mutamenti. ETS, Pisa (Italy) Desplanches H., 1977. I paesaggi collinari tosco-umbro- marchigiani, in I paesaggi umani, TCI, Milano Pedreschi L., 1963. I terrazzamenti agrari in Val di Serchio, Pubblicazioni dell’Istituto di Geografia dell’Università di Pisa, n. 10. Pisa, La Goliardica.
  • 48. 48 Classe di fragilità somma 1 2 3 4 strutturale 1 14,0 % 3,9 % 1,1 % - 18,9 % 2 1,8 % 3,6 % 1,8 % 0,1 % 7,3 % 3 1,2 % 5,9 % 21,5 % 6,7 % 35,3 % 4 - 0,9 % 13,5 % 24,1 % 38,5 % somma 17,1 % 14,2 % 37,9 % 30,9 % 100 % complessiva 1 15,5 % 3,6 % 1,1 % - 20,1 % 2 1,4 % 9,1 % 6,9 % 4,8 % 22,2 % 3 0,2 % 1,4 % 27,2 % 15,4 % 44,3 % 4 - 0,1 % 2,7 % 10,6 % 13,4 % somma 17,1 % 14,2 % 37,9 % 30,9 % 100 % Matrice di errore introduzione caso di studio metodo risultati conclusioni Accuratezza della mappatura : • dati corretti sulla diagonale • errori di stima (confronto per riga) % sul totale della superficie rilevata stimata rilevata
  • 49. Mapping the fragility hotspots of a Mediterranean terraced system Davide Rizzo et al. Chiavari October 10, 2016 49 Cameo di Crozza all'interno dell'album "Cicciput" di Elio e le Storie Tese Ciao, sono Maurizio Crozza, e voglio dirti una cosa. Ogni anno la Toscana è depredata della sua terra stessa. Ogni giorno un po' di Toscana muore. Forse per gli incendi? No no no no no. Forse per i saccheggi? No no no no no. Forse perché...? No no no no no. La Toscana muore perché ogni giorno qualcuno porta via un sasso. Se ognuno di noi portasse via un sasso, la Toscana si espanderebbe in tutto il mondo e nessuno potrebbe riconoscere più la Toscana, perché sarebbe ormai in tutto il mondo, quindi tutto il mondo si potrebbe chiamare Toscana, quindi la Toscana non esisterebbe più. Non portare via un sasso dalla Toscana, perché altrimenti non sappiamo più dov'è la Toscana. https://youtu.be/Lp-HOfJfElk