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HALE APPLICATION:
THE USECASE OF THE PLU OF
THE PROVINCE OF TRENTO
ing. Silvia Franceschi
ing. Andrea Antonello
Inspire conference, Firenze 24th
June 2013
   
THE USECASE
This use case shows a real example of mapping and
transformation of the data of a regional plan of land
use between the original (national) and the requested
Insprire format.
   
THE DATA
The plan is the PGUAP plan of the Province of Trento,
approved in February 2006. Two different updates of the
geometries of land use are considered for the same plan.
Considered data:
 shapefile of land use: two different updates of this layer are
considered, one is the most recent one, approved with a
regional decree of February 2013 and the other one was the
previous one, approved in July 2011
 shapefile of hydro-geomorphological risk maps: only the
geometries of the last update
 main official documentation
   
PLU Province of Trento
   
PLU Province of Trento
The attribute table shows the list of attribute and some example of
content. The real meaning of the attributes is:
● AREA: contains the information of the area of each polygon
● PERIMETER: contains the information of the perimeter of each
polygon
● USO_POL_: contains an ID of the polygons did for old databases
● USO_POL_ID: contains an ID of the polygons did for old
databases
● COD_TOT: contains the land use classification code
● PESOPOL: contains the information of the importance of the
object for the evaluation of the hydro-geomorphological risk maps
● PLAN_FROM: contains the date of the approval of the general
plan
● AGGIORN_6: contains the date of the update of the geometries
● PLAN_NAME: contains the name of the plan
   
PLU Province of Trento
   
PLU TARGET SCHEMA
“Inspire PLU conceptual schema corresponds to a dataset
that corresponds to a spatial planning document.
Geographic information as well as the informative or
descriptive parts contained in a spatial planning
documents are taken into consideration in the LandUse
data application schema.
Only the spatial planning documents that are or have to be
legally adopted by an authority and are opposable to third
parties are considered within INSPIRE.”
   
PLU TARGET SCHEMA
   
PLU TARGET SCHEMA
A spatial planning document
corresponds to the featureType
SpatialPlan.
The Spatial plan has specific
attributes related to the name,
date of the legal documents, and
the level of the administrative
hierarchy that has been adopted.
   
PLU TARGET SCHEMA
The zoning is composed of polygons that are mutually
exclusive. Zoning provide regulations on how LandUse
can evolve.
The featureType ZoningElement has several specific
attributes (nature of regulation, dimension, rules, …)
and contains the land use classification in the attribute
hilucslanduse.
   
PLU TARGET SCHEMA
Supplementary information delimits locations where a
specific regulation applies and supplements the
regulations of the zoning. Supplementary information is
implemented in the featureType
SupplementaryRegulation.
   
PLU TARGET SCHEMA
Official documentation is
in the featureType
OfficialDocumentation.
   
HILUCS CLASSIFICATION
Inspire requires to classify PLU data following the
categories of the HILUCS classification (Hierarchical
Inspire Land Use Classification).
PLU of the Province of Trento is classified with a local
classification.
We did the reclassification of all the local (specific) land
use classes to hilucs and stored this classification in a
CSV file.
A classification operation in HALE can be done manually
on the flight or loading a CSV file containing the
correspondence between the original and the HILUCS
classes.
   
HILUCS CLASSIFICATION
COD_TOT DESCRIPTION HILUCS CLASSIFICATION
1 Aree Residenziali 5_1_PermanentResidentialUse
2 Aree Produttive 2_SecondaryProduction
3 Aree Ricreative 3_4_4_OpenAirRecreationalArea
4 Aree Agricole 1_1_1_CommercialAgriculturalProduction
5 Improduttivo 6_3_1_LandAreasNotInOtherEconomicUse
6 Campeggi 5_3_OtherResidentialUse
7 Depuratori e Discariche 4_3_3_WasteTreatment
8 Aree Sciabili 3_4_3_SportsInfrastructure
9 Aree a bosco, prato e prateria
alpina
1_2_Forestry
101 Strade di importanza primaria 4_1_1_RoadTransport
102 Ferrovie 4_1_2_RailwayTransport
103 Strade di importanza
secondaria
4_1_1_RoadTransport
   
DOCUMENTATION
Another preliminary operation that would help us during
the mapping is the creation of a library of information and
links for the documentation of the plan.
This information is stored in a CSV file containing the basic
properties requested in the Insprire schema for
OfficialDocumentation:
● an identifier
● legislationCitation: reference to the document that
contains the text of the regulation
● DocumentCitation: citation of scanned plans and
structural drawings being sometimes georeferenced
and sometimes not (raster images, vector drawings or
scanned text).
   
DOCUMENTATION
ID DOCUMENTCITATION LEGISLATIONCITATION
Doc_1 http://pguap.provincia.tn.it/GIS/tiff/
uso.html
http://www.delibere.provincia.tn.it/CercaSpecifi
ca.asp?
Modalita=Delibere&anno=2013&numero=228
Doc_2 http://www.delibere.provincia.tn.it/CercaSpecifi
ca.asp?
Modalita=Delibere&anno=2011&numero=1551
Doc_3 http://pguap.provincia.tn.it/pdf/Piano/0IndiceG
enerale.pdf
   
MAPPING
Now we are ready to start mapping with HALE...
   
ALIGNMENT AND MAPPING
The very first operation to do in HALE is to load the source schema,
the source data and the target schema. This operation is very easy,
select the correspondent element to import from the menu
File → Import → …
HALE can load source schema from different sources and in
particular from shapefiles and CSV files.
Considering the source data and the target schema there are
different FeatureType that has to be considered in this example, in
particular:
●ZoningElement: contains the information of the geometries of the
Land Use
●SpatialPlan: contains all the information related to the official plan
●OfficialDocumentation: contains the links and reference for the
available documentation
●SupplementaryRegulation: contains the information of additional
regulation which supplement the zoning.
   
ALIGNMENT AND MAPPING
   
ALIGNMENT AND MAPPING
The starting Type to map is the LandUse shapefile which contains the
basic information for both the ZoningElement and the SpatialPlan.
All the mapping is based on the retype operation.
Retype function espresses that a source and a target type are
semantically equal: for each instance of the source type, an instance
of the target type is created.
Property relation only take effect in the context of a type relation. First
a type relation must be defined, then property relations between the
involved types can be specified.
   
ZoningElement
●do a retype mapping between uso_pol_part and ZoningElement
●do a rename mapping between the_geom and geometry (choose
structural rename)
●do a date extraction between attribute AGGIORN_6 and
validFrom
●do a rename between COD_TOT and specificLandUse
●create an Inspire Identifier using the information in USO_POL_ID
to generate inspireId
   
ZoningElement
●assign the other mandatory properties:
●add assigns to regulationNature (definedInLegislation)
●add the generate unique ID for id in ZoningElement
●add assing to hilucsLandUse.codeSpace to
http://inspire.ec.europa.eu/codeList/HILUCSValue
●add reclassification using the CSV list between COD_TOT and
hilucsLandUse: since hilucslanduse is a mandatory property it can
not be null, so it is important to set the to use for unmapped
source values a fixed value, for example 6_6_NotKnownUse
●add a Groovy script to assign the validTo property to the
features of the two different updates: the validTo property is
defined as the date before the date of the new update, so it is
based on AGGIORN_6 attribute field of the land use shapefile
and the syntax is the following:
if(AGGIORN_6.equals("2011-07-18")) { return "2013-02-26"; } else { return null;}
   
DateExtraction
   
InspireIdentifier
   
GroovyScript
   
ZoningElement
   
SpatialPlan
Considering the same source type it is possible to map the
SpatialPlan.
In this case a merge operation has to be used to set a relation
between the types.
Merge function merges multiple instances of the source type into one
instance of the target type based on one or more matching
properties.
   
SpatialPlan
● do a merge mapping between land use shapefile uso_pol_part
and SpatialPlan using PLAN_NAME
● use a date extraction to associate the attribute PLAN_FROM to
the property validFrom
● create an Inspire Identifier using PLAN_NAME as reference to
generate inspireId
●do a rename between PLAN_NAME and officialTitle
●do a rename between PLAN_NAME and id of SpatialPlan
● do a compute extent of the geometry of the shapefile the_geom
to extent in SpatialPlan (boundingbox)
● add some additional assignment for the mandatory fields of
SpatialPlan
●add assing to levelOfSpatialPlan (regional)
●add assing to planTypeName (PianoRegionale)
   
ZoningElement
   
OfficialDocumentation
A very important request in the Inspire schema for PLU is the link and
reference to the official documentatin of the plan. The basic operation to
start with here is retype.
●do a retype between documents and OfficialDocumentation
● do a rename between documentationCitation and planDocument →
DocumentCitation → DocumentCitation → link (choose structural
rename)
● create an Inspire identifier using the information contained in
INSPIREID to generate inspireId
●do a rename between INSPIREID and id of OfficialDocumentation
● do a rename between legislationCitation and LegislationCitation →
LegislationCitation → link (choose structural rename)
● add the assignment to the missing mandatory properties
●add assign to legislationCitation → level (SubNational)
●add the generate unique ID for id in LegislationCitation
●add the generate sequential ID for name in LegislationCitation
(Official_Document_)
●add the generate unique ID for id in DocumentCitation
●add assign to name in DocumentCitation (Trentino Planned Land Use)
   
GenerateSequentialID
   
OfficialDocumentation
   
LINK BETWEEN TYPES
Link between ZoningElement and SpatialPlan
Since all land use polygons are part of one plan we can use directly
assign operation to assign to plan → href in ZoningElement the
name of the reference plan.
Link between SpatialPlan and OfficialDocumentation
Since all the documents included in the OfficialDocumentation are
related to the plan it is necessary to link all of them to SpatialPlan →
officialDocumentation → href.
In this case we have to create two other new instances of the same
property officialDocumentation and assign to each of them the link to
the documents using the # before the name of the document (i.e.
#Doc_3)
   
LINK BETWEEN TYPES
Link between ZoningElement and OfficialDocumentation
Use a groovy script to assign the reference to the
officialDocumentation of the features in ZoningElement, since
ZoningElement contains two different update of the land use
polygons, the official documentation will be different for the two and it
is based on the date of the update contained in the attribute
AGGIORN_6.
The two entities are AGGIORN_6 and officialDocument → href of
ZoningElement, the script is:
if(AGGIORN_6.equals("2011-07-18")) { return "#Doc_2"; } else { return
"#Doc_1";}
where #Doc_1 and #Doc_2 are the reference to the ID of the two
documents as inserted in the OfficialDocumentation.
   
OfficialDocumentation
   
SupplementaryRegulation
The last information to be mapped is the additional regulation on hydro-
geomorphological risk mapping. This information is stored in an other
shapefile and the retype operations is used to map the contained elements
to SupplementaryRegulation.
● do a retype mapping between rispol_part and SupplementaryRegulation
● do a rename mapping between the_geom and geometry (choose
structural rename)
● create an Inspire Identifier using RISPOL_ID as reference to generate
inspireId
●do a rename between RISPOL_ID and id of SupplementaryRegulation
● do a date extraction between attribute UPDATE and validFrom
● do a rename between CLASSE and specificSupplementaryRegulation →
codeSpace
● add some additional assignment for the mandatory fields of
SupplementaryRegulation
●add assign to regulationNature (generallyBinding)
●add assign to supplementaryRegulation (2_1_2_FloodRiskManagementZone)
●add assign to supplementaryRegulation → codeSpace
http://inspire.ec.europa.eu/codeList/SupplementaryRegulationValue
   
LINK BETWEEN TYPES
Link between SupplementaryRegulation and SpatialPlan
Since all risk zones polygons are part of one plan we can use directly
assign operation to assign to plan → href in
SupplementaryRegulation the name of the reference plan.
Link between SupplementaryRegulation and
OfficialDocumentation
Since all risk zones polygons are part of the same update of the land
use plan we can use directly assign operation to assign to
officialDocument → href in SupplementaryRegulation the name of the
reference documentation (#Doc_1).
   
SupplementaryRegulation
   
SupplementaryRegulation
   
silvia.franceschi@hydrologis.eu

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step by step mapping with hale for inspire

  • 1.     HALE APPLICATION: THE USECASE OF THE PLU OF THE PROVINCE OF TRENTO ing. Silvia Franceschi ing. Andrea Antonello Inspire conference, Firenze 24th June 2013
  • 2.     THE USECASE This use case shows a real example of mapping and transformation of the data of a regional plan of land use between the original (national) and the requested Insprire format.
  • 3.     THE DATA The plan is the PGUAP plan of the Province of Trento, approved in February 2006. Two different updates of the geometries of land use are considered for the same plan. Considered data:  shapefile of land use: two different updates of this layer are considered, one is the most recent one, approved with a regional decree of February 2013 and the other one was the previous one, approved in July 2011  shapefile of hydro-geomorphological risk maps: only the geometries of the last update  main official documentation
  • 4.     PLU Province of Trento
  • 5.     PLU Province of Trento The attribute table shows the list of attribute and some example of content. The real meaning of the attributes is: ● AREA: contains the information of the area of each polygon ● PERIMETER: contains the information of the perimeter of each polygon ● USO_POL_: contains an ID of the polygons did for old databases ● USO_POL_ID: contains an ID of the polygons did for old databases ● COD_TOT: contains the land use classification code ● PESOPOL: contains the information of the importance of the object for the evaluation of the hydro-geomorphological risk maps ● PLAN_FROM: contains the date of the approval of the general plan ● AGGIORN_6: contains the date of the update of the geometries ● PLAN_NAME: contains the name of the plan
  • 6.     PLU Province of Trento
  • 7.     PLU TARGET SCHEMA “Inspire PLU conceptual schema corresponds to a dataset that corresponds to a spatial planning document. Geographic information as well as the informative or descriptive parts contained in a spatial planning documents are taken into consideration in the LandUse data application schema. Only the spatial planning documents that are or have to be legally adopted by an authority and are opposable to third parties are considered within INSPIRE.”
  • 9.     PLU TARGET SCHEMA A spatial planning document corresponds to the featureType SpatialPlan. The Spatial plan has specific attributes related to the name, date of the legal documents, and the level of the administrative hierarchy that has been adopted.
  • 10.     PLU TARGET SCHEMA The zoning is composed of polygons that are mutually exclusive. Zoning provide regulations on how LandUse can evolve. The featureType ZoningElement has several specific attributes (nature of regulation, dimension, rules, …) and contains the land use classification in the attribute hilucslanduse.
  • 11.     PLU TARGET SCHEMA Supplementary information delimits locations where a specific regulation applies and supplements the regulations of the zoning. Supplementary information is implemented in the featureType SupplementaryRegulation.
  • 12.     PLU TARGET SCHEMA Official documentation is in the featureType OfficialDocumentation.
  • 13.     HILUCS CLASSIFICATION Inspire requires to classify PLU data following the categories of the HILUCS classification (Hierarchical Inspire Land Use Classification). PLU of the Province of Trento is classified with a local classification. We did the reclassification of all the local (specific) land use classes to hilucs and stored this classification in a CSV file. A classification operation in HALE can be done manually on the flight or loading a CSV file containing the correspondence between the original and the HILUCS classes.
  • 14.     HILUCS CLASSIFICATION COD_TOT DESCRIPTION HILUCS CLASSIFICATION 1 Aree Residenziali 5_1_PermanentResidentialUse 2 Aree Produttive 2_SecondaryProduction 3 Aree Ricreative 3_4_4_OpenAirRecreationalArea 4 Aree Agricole 1_1_1_CommercialAgriculturalProduction 5 Improduttivo 6_3_1_LandAreasNotInOtherEconomicUse 6 Campeggi 5_3_OtherResidentialUse 7 Depuratori e Discariche 4_3_3_WasteTreatment 8 Aree Sciabili 3_4_3_SportsInfrastructure 9 Aree a bosco, prato e prateria alpina 1_2_Forestry 101 Strade di importanza primaria 4_1_1_RoadTransport 102 Ferrovie 4_1_2_RailwayTransport 103 Strade di importanza secondaria 4_1_1_RoadTransport
  • 15.     DOCUMENTATION Another preliminary operation that would help us during the mapping is the creation of a library of information and links for the documentation of the plan. This information is stored in a CSV file containing the basic properties requested in the Insprire schema for OfficialDocumentation: ● an identifier ● legislationCitation: reference to the document that contains the text of the regulation ● DocumentCitation: citation of scanned plans and structural drawings being sometimes georeferenced and sometimes not (raster images, vector drawings or scanned text).
  • 16.     DOCUMENTATION ID DOCUMENTCITATION LEGISLATIONCITATION Doc_1 http://pguap.provincia.tn.it/GIS/tiff/ uso.html http://www.delibere.provincia.tn.it/CercaSpecifi ca.asp? Modalita=Delibere&anno=2013&numero=228 Doc_2 http://www.delibere.provincia.tn.it/CercaSpecifi ca.asp? Modalita=Delibere&anno=2011&numero=1551 Doc_3 http://pguap.provincia.tn.it/pdf/Piano/0IndiceG enerale.pdf
  • 17.     MAPPING Now we are ready to start mapping with HALE...
  • 18.     ALIGNMENT AND MAPPING The very first operation to do in HALE is to load the source schema, the source data and the target schema. This operation is very easy, select the correspondent element to import from the menu File → Import → … HALE can load source schema from different sources and in particular from shapefiles and CSV files. Considering the source data and the target schema there are different FeatureType that has to be considered in this example, in particular: ●ZoningElement: contains the information of the geometries of the Land Use ●SpatialPlan: contains all the information related to the official plan ●OfficialDocumentation: contains the links and reference for the available documentation ●SupplementaryRegulation: contains the information of additional regulation which supplement the zoning.
  • 20.     ALIGNMENT AND MAPPING The starting Type to map is the LandUse shapefile which contains the basic information for both the ZoningElement and the SpatialPlan. All the mapping is based on the retype operation. Retype function espresses that a source and a target type are semantically equal: for each instance of the source type, an instance of the target type is created. Property relation only take effect in the context of a type relation. First a type relation must be defined, then property relations between the involved types can be specified.
  • 21.     ZoningElement ●do a retype mapping between uso_pol_part and ZoningElement ●do a rename mapping between the_geom and geometry (choose structural rename) ●do a date extraction between attribute AGGIORN_6 and validFrom ●do a rename between COD_TOT and specificLandUse ●create an Inspire Identifier using the information in USO_POL_ID to generate inspireId
  • 22.     ZoningElement ●assign the other mandatory properties: ●add assigns to regulationNature (definedInLegislation) ●add the generate unique ID for id in ZoningElement ●add assing to hilucsLandUse.codeSpace to http://inspire.ec.europa.eu/codeList/HILUCSValue ●add reclassification using the CSV list between COD_TOT and hilucsLandUse: since hilucslanduse is a mandatory property it can not be null, so it is important to set the to use for unmapped source values a fixed value, for example 6_6_NotKnownUse ●add a Groovy script to assign the validTo property to the features of the two different updates: the validTo property is defined as the date before the date of the new update, so it is based on AGGIORN_6 attribute field of the land use shapefile and the syntax is the following: if(AGGIORN_6.equals("2011-07-18")) { return "2013-02-26"; } else { return null;}
  • 27.     SpatialPlan Considering the same source type it is possible to map the SpatialPlan. In this case a merge operation has to be used to set a relation between the types. Merge function merges multiple instances of the source type into one instance of the target type based on one or more matching properties.
  • 28.     SpatialPlan ● do a merge mapping between land use shapefile uso_pol_part and SpatialPlan using PLAN_NAME ● use a date extraction to associate the attribute PLAN_FROM to the property validFrom ● create an Inspire Identifier using PLAN_NAME as reference to generate inspireId ●do a rename between PLAN_NAME and officialTitle ●do a rename between PLAN_NAME and id of SpatialPlan ● do a compute extent of the geometry of the shapefile the_geom to extent in SpatialPlan (boundingbox) ● add some additional assignment for the mandatory fields of SpatialPlan ●add assing to levelOfSpatialPlan (regional) ●add assing to planTypeName (PianoRegionale)
  • 30.     OfficialDocumentation A very important request in the Inspire schema for PLU is the link and reference to the official documentatin of the plan. The basic operation to start with here is retype. ●do a retype between documents and OfficialDocumentation ● do a rename between documentationCitation and planDocument → DocumentCitation → DocumentCitation → link (choose structural rename) ● create an Inspire identifier using the information contained in INSPIREID to generate inspireId ●do a rename between INSPIREID and id of OfficialDocumentation ● do a rename between legislationCitation and LegislationCitation → LegislationCitation → link (choose structural rename) ● add the assignment to the missing mandatory properties ●add assign to legislationCitation → level (SubNational) ●add the generate unique ID for id in LegislationCitation ●add the generate sequential ID for name in LegislationCitation (Official_Document_) ●add the generate unique ID for id in DocumentCitation ●add assign to name in DocumentCitation (Trentino Planned Land Use)
  • 33.     LINK BETWEEN TYPES Link between ZoningElement and SpatialPlan Since all land use polygons are part of one plan we can use directly assign operation to assign to plan → href in ZoningElement the name of the reference plan. Link between SpatialPlan and OfficialDocumentation Since all the documents included in the OfficialDocumentation are related to the plan it is necessary to link all of them to SpatialPlan → officialDocumentation → href. In this case we have to create two other new instances of the same property officialDocumentation and assign to each of them the link to the documents using the # before the name of the document (i.e. #Doc_3)
  • 34.     LINK BETWEEN TYPES Link between ZoningElement and OfficialDocumentation Use a groovy script to assign the reference to the officialDocumentation of the features in ZoningElement, since ZoningElement contains two different update of the land use polygons, the official documentation will be different for the two and it is based on the date of the update contained in the attribute AGGIORN_6. The two entities are AGGIORN_6 and officialDocument → href of ZoningElement, the script is: if(AGGIORN_6.equals("2011-07-18")) { return "#Doc_2"; } else { return "#Doc_1";} where #Doc_1 and #Doc_2 are the reference to the ID of the two documents as inserted in the OfficialDocumentation.
  • 36.     SupplementaryRegulation The last information to be mapped is the additional regulation on hydro- geomorphological risk mapping. This information is stored in an other shapefile and the retype operations is used to map the contained elements to SupplementaryRegulation. ● do a retype mapping between rispol_part and SupplementaryRegulation ● do a rename mapping between the_geom and geometry (choose structural rename) ● create an Inspire Identifier using RISPOL_ID as reference to generate inspireId ●do a rename between RISPOL_ID and id of SupplementaryRegulation ● do a date extraction between attribute UPDATE and validFrom ● do a rename between CLASSE and specificSupplementaryRegulation → codeSpace ● add some additional assignment for the mandatory fields of SupplementaryRegulation ●add assign to regulationNature (generallyBinding) ●add assign to supplementaryRegulation (2_1_2_FloodRiskManagementZone) ●add assign to supplementaryRegulation → codeSpace http://inspire.ec.europa.eu/codeList/SupplementaryRegulationValue
  • 37.     LINK BETWEEN TYPES Link between SupplementaryRegulation and SpatialPlan Since all risk zones polygons are part of one plan we can use directly assign operation to assign to plan → href in SupplementaryRegulation the name of the reference plan. Link between SupplementaryRegulation and OfficialDocumentation Since all risk zones polygons are part of the same update of the land use plan we can use directly assign operation to assign to officialDocument → href in SupplementaryRegulation the name of the reference documentation (#Doc_1).

Editor's Notes

  1. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  2. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  3. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  4. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  5. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  6. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  7. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  8. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  9. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  10. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  11. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  12. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  13. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  14. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  15. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  16. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  17. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  18. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  19. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  20. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  21. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  22. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  23. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  24. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  25. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  26. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  27. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  28. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  29. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  30. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  31. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  32. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  33. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  34. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  35. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  36. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  37. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map
  38. - why not simply with GIS? The tablets support everything - it is about interpretation/history of the survey/uncertainty - DFM is not just about surveying and bridgin the redigitalization of field data - it is about surveying data persisting as much as possible all those data that lead to the final map