4. GIS per il turismo
DAL GIS AL WEB GIS
Cosa è un GIS? (1)
• Un sistema tecnico-strumentale
“A powerful set of tools for collecting, storing, retrieving atwill, transforming and displaying spatial data from the realworld” (Burrough 1986)
• Un sistema di gestione di informazioni
“An institutional entity, reflecting an organizational structurethat integrates technology with a database, expertise andcontinuing financial support over time” (Carter, 1989)
• Un sistema organizzativo
“A database system in which most of the data are spatiallyindexed,and upon which a set of procedures operated inorder to answer queries about spatial entities in thedatabase” (Smith at al., 1987)
Il GIS è strutturalmente una carta tematica
Cosa è un GIS? (2)
Geographic Information SystemSistema Informativo Geografico
HARDWARE
DATABASE
GEOGRAFICO
PERSONE SOFTWARE
GIS
Componenti GIS
RasterVettoriale
[x,y, (z)]
[x2,y2, (z2)]
[x1,y1, (z1)]
DATABASE GEORIFERITO
Il nucleo del GIS: la banca dati
DATI
SPAZIALI
DATI
ATTRIBUTO
Nome: A4
Lunghezza: 400
Tipo: Autostrada
Analogia strutturale Carta/GIS
CARTA GIS
DATABASE
Dati
attributo
Dati spaziali
STRUTTURA SIMBOLICA
TOPOGRAFIA
(Colori, figure, lessico,
numeri)
STRUTTURA SIMBOLICA
(Colori, figure, lessico,
numeri)
(foglio)
TOPOGRAFIA
(foglio, schermo)
Struttura tematica del GIS (1)
•Raggruppamento dei dati in layer, o strati informativi, relativi a una stessa entità territoriale, potenzialmente distinta in ulteriori sottocategorie
CARTA
Utilizzo del suolo
Pozzi
Rete idrica
Edifici pubblici
DATABASE GEOGRAFICO
Il database del GIS (1)
ID nome X Y n. abit. n. donne
Poligono
(Linea)
(Punto)
Stato
(strada)
(città)
12,3444
12° 44’
…
3,4555
3° 34’
…
300 145
INFOS CROISEES INFOS CHAQUE VILLAGE
COMMUNENOM MÈRENOM Statut Phénomènes de déguerpissementY X N habitants N concessionsGROUPES Année fondationMigrations Activité Elements TrElements mod
Kandi Kandi Donwari vill.de nouv. Installation11.11861 2.85415 4300 358 Bariba,gando,haoussa, djerma,Immigrés agricoles (saisonniers ou définitifs) et commerçants du Niger et parfois du Burkina FasoAgriculture (coton, sorgho, maïs, haricot, igname,…); élevage (bovins, caprins, ovins, volaille), chasse collective à la battue vers les hameaux de DinninLieux sacrés:Konrantéya (=rivière; plus important lieu sacré du village), Sawaï (pierre), Kloulassidé (colline), Gbigangni (arbre, un caïlcédrat exactement), Womassou (Deux arbres, un karité et un néré), Yabobom (pierre)Coton, habitat moderne, projets et associations de type moderne: PADEAR, PAMR, APE, GJ, GC, GF
Kandi Donwari Boï ham.perm. 11.15295 2.84294 72 6 Bariba Agriculture (coton, sorgho, maïs), élevage (bovins, caprins, ovins, volaille)
Kandi Donwari Goukonnou ham.perm. 11.15153 2.83534 192 16 Bariba, Gando Agriculture (coton, maïs, sorgho), petit élevage (volaille)
Kandi Donwari Goutinma ham.perm. 11.16484 2.83222 36 3 Bariba Agriculture (coton, sorgho, maïs,arachide)
Kandi Donwari/ Sinawongourou(les deux villages reclament ces terres)Gannou ham.perm. 11.15600 2.80927 180 15 Bariba, Gando Agriculture (coton, sorgho, maïs, arachide), élevage
Kandi Donwari Gouwonké ham.perm. 11.15912 2.79844 120 10 Bariba, Gando Agriculture (coton, sorgho, maïs, arachide), élevage
Kandi Donwari Bontéré ham.perm. 11.15247 2.79361 108 9 Bariba, Gando Agriculture (sorgho, coton, maïs, arachide), élevage (bovin, volaille)
Kandi Donwari Siansiangourouham.perm. 11,22193 2.78593 120 10 Bariba,Gando Agriculture (coton, sorgho, maïs,igname), élevage (bovin, volaille)
Kandi Donwari Gountia ham.perm. 11,26098 2.75095 96 8 Bariba, Gando Agriculture (coton, maïs, sorgho), élevage (bovin et volaille)
Kandi Donwari Batabongouham.perm. 11,27597 2.79904 288 24 Bariba, Gando Agriculture (maïs, sorgho, coton, igname, riz, manioc, piment)
Kandi Donwari/ Sanrou (les deux villages reclament ces terres)Sémkassi (ou Djanwanka; son deuxième nom)ham.perm. 11,24616 2.82740 144 12 Bariba, Gando Agriculture (maïs, sorgho, coton, manioc, haricot, arachide)
Kandi Donwari Goubouko ham.perm. 11,19516 2.82225 240 20 Bariba,Gando Agriculture (sorgho, maïs, coton), petit élevage
Kandi Donwari Tiankorogourouham.perm. 11,16921 2.84243 120 10 Bariba Agriculture (coton, sorgho, maïs), élevage (bovin, volaille)
Kandi Donwari Yayarou/délégué gbarouham.perm. 11.15995 2.85054 60 5 Bariba, Gourmantché, Gando Agriculture (coton, sorgho, maïs,arachide), élevage (bovin, volaille)
Kandi Donwari/ SinawongourouGbéniki ham.perm. 11.11147 2.81162 84 7 Bariba, Gando Agriculture (coton, maïs, sorgho)
Kandi Donwari Matchou soulé garoucamp peulh 11,20309 2,80411 348 29 Peul 1980 élevage, agriculture (coton sorgho)
Kandi Donwari El-hadji Gabso marégaroucamp peulh 11,21966 2,81590 276 23 Peulh, élevage, agriculture (sorghho, maïs, coton) habitat mod
Kandi Donwari Gousouanouham.perm. 11.01969 2.81210 120 10 Bariba Agriculture (coton, sorgho, maïs), petit élevage(bovin, volaille)
Kandi Donwari Kouhougouham.perm. 11.09274 2.82402 180 15 Bariba Agriculture (coton, maïs, sorgho), élevage (bovin et volaille)
Kandi Donwari Gbébakayèrèham.perm. 11.07984 2.85804 180 15 Bariba, Gando Agriculture (coton, maïs, sorgho), élevage (bovin et volaille)
Kandi Donwari Goutinma camp.peul 11.15818 2.83534 96 8 Peul Elevage (bovin, ovin, volaille), agriculture (sorgho,coton)
Kandi Donwari Yompiri camp.peul 11.13304 2.83436 180 15 Peul, Gando Elevage (bovin, ovin, volaille), agriculture (sorgho,coton)
Kandi Donwari Wadagou camp.peul 11.13770 2.82740 84 7 Peul, Gando Elevage (bovin, ovin, volaille), agriculture (sorgho,coton, mil)
Kandi Donwari Goudokou/Momgogouroucamp.peul 11.13667 2.84762 60 5 Peul Elevage, agri (sorgho, mil, coton)
Kandi Donwari Kouhougoucamp.peul 11.09053 2.83399 120 10 Peul Elevage, agri (sorgho, mil, coton)
Kandi Donwari Siansiangouroucamp.peul 11.22358 2.77173 96 8 Peul (Borédjo du Niger) Elevage, agriculture (mil, sorgho)
Kandi Donwari Tiankorogouroucamp.peul 11.17492 2.84788 96 8 Peul Elevage, agri (sorgho, mil, coton)
Kandi Monko Tissarou (anciennement apppelé Djessou)Vill.par agrandissement 11.12741 2.87483 180 50 Bariba, Gando, Djerma, HaoussaImmigrés agricoles (saisonniers ou définitifs) et commerçants du Niger et parfois du Burkina FasoAgri (coton, sorgho, maïs, arachide, riz haricot, tomate, piment), élevage, poterieLieu sacré: Yassakarou (pierre), chef traditionnel: Bouko Yabi NgoïCoton, habitat moderne, projets et associations de type moderne: PAMR, APE, GJ, GC, GF
Kandi Tissarou Gannoun ham.perm. 11.10753 2.87544 144 12 Gando Agri (coton, sorgho, maïs, arachide, riz ), élevage (bovin, ovin et volaille surtout)
Kandi Tissarou Toégbarou ham.perm. 11.08776 2.88679 144 12 Bariba 1840 Agri (coton, maïs, sorgho, mil), élevage
Kandi Tissarou Wuro Hamancamp.peul 11.11847 2.87866 384 32 Peul Elevage, agri (sorgho, mil, coton)
Kandi Tissarou Wuro Gaanicamp.peul 11.10974 2.87731 156 13 Peul Elevage, agri (sorgho, mil, coton)
Kandi Tissarou Kécérou camp.peul 11.11149 2.88174 144 12 Peul Elevage, agri (coton, sorgho, mil, maïs)
Kandi Tissarou Gurè Baoudècamp.peul 11.10489 2.88565 156 13 Elevage, agri (coton, sorgho, maïs)
Kandi Sinanwongourou/Kommon(Kommon= deuxième nom)Sinanwongourou/KommonVill. mère 11.12244 2.77672 1200 80 Bariba, Gando, Djerma, HaoussaImmigrés agricoles (saisonniers ou définitifs) et commerçants venant du Niger ou du NigériaAgri (coton, maïs, sorgho, riz), maraîchage (tomate, piment), élevageLieux sacrés: Somborou (arbre), Dangoo (pierre), Dankpidou don (arbre), Boundérou (pierre), Kabayari bonyérou (colline), kpétahorou (pierre),chefferie traditionnelle forte ( bien respectée), coton, habitat moderne
Kandi Sinanwongourou/KommonBountéré ham.perm. 11.15144 2.77697 264 22 Bariba Agri (coton, sorgho, maïs), petit élevage
INFORMATIONS DETAILLEES GBENIKI
Nom: ___GBENIKI_________________________________________
Statut: VILLAGE DE NOUVELLE INSTALLATION_______________
Village mère: __---------_____________________________________
Année fondation: __1970___________________________________
Position (lat./long.): _11.32443/2.3396__________________________
Popolazione: n. concessions _60_______________________________
n. habitants _2896_________________________________
% ethnie:_ BATONOU 60%, PEUL 20%, GOURMANTCHE
15%, DJERMA 5%_________________________________________
Migrations et période: _GOURMANTCHE, DJERMA SAISONNIERS
Activités pratiquées: _AGRIC. SPECULATIVE, VIVRIERE, _______
Eléments tradition: _LIEUX SACRES_________________________
Eléments modernité: HABITAT MODERNE____________________
INFOS
TOUS LES
VILLAGES
INFOS
CHAQUE
VILLAGE
Dati territoriali in forma cartografica
RaccogliereConservare
Trasformare
AnalizzareVisualizzare
Strumenti informatici per
Cosa fa il
GIS
Due tipi di dati
Dal dato quantitativo-Layer base-Scansione cromatica/densità punti…-Tradizionale
Al dato qualitativo- Layer più alto- Analogico- innovativo (recupero tipologia cartografica antica)
Struttura tematica del GIS (2)
Il GIS dunque è strutturalmente una carta tematica
1. trasforma in tematismi anche gli elementi tradizionalmente pertinenti alla carta topografica
2. rispecchia nella sua banca dati il modello di
restituzione spaziale di un singolo fenomeno
3. la carta è concepita in sostanza come il prodotto della sovrapposizione di tematismi
POICHÈ
GIS: una rivoluzione?
• Capacità di memorizzazione
• Velocità di analisi e computazionale
• Facilità e velocità di aggiornamento
IMPLEMENTAZIONE
GIS: evoluzione comunicativa
CARTOGRAFIA ANTICA CARTOGRAFIA EUCLIDEA GIS
Istituzionalizzazione De-istituzionalizzazione
Cartografo SviluppatoreTopografoCODIFICHE AUTOMAZ.
Analogia comunicativa Carta/GIS
CARTA
AUTOREFERENZA
INTENZIONI
COMUNICATIVEEFFETTI
COMUNICATIVE
CARTOGRAFO
• conoscenze
• intenzioni
• tecniche costruttive
• istanze sociali
DESTINATARIO
• conoscenze
• intenzioni
• tecniche interpretative
• istanze sociali
Esiti del GIS
LIMITI• Non del sistema, ma del riferimento alle regole della carta tassonomica
POTENZIALITÀ• Potenziamento della cartografia tematica classica
HARDWARE
DATABASE
GEOGRAFICO
PERSONE SOFTWARE
GIS
Componenti GIS
Software GIS
PROPRIETARI
A PAGAMENTOOPEN SOURCE
Parc_Regional_W.shx SHX
Formato dati: SHAPE FILE
- Standard per il dato vettoriale
- Interoperabilità tra sistemi GIS
contiene gli
ATTRIBUTI
descrittivi in
formato dBase
Parc_Regional_W
Parc_Regional_W.shp
Parc_Regional_W.prj
HARDWARE
DATABASE
GEOGRAFICO
PERSONE SOFTWARE
GIS
Componenti GIS
ID shape nome X Y n. abit.
1 Poligono
(Linea)
(Punto)
Stato
(strada)
(città)
12,3444
12° 44’
3,4555
3° 34’
300
2
3
ID = identificativo univoco
Parc_Regional_W
ID shape nome X Y n. abit.
1 Poligono
(Linea)
(Punto)
Stato
(strada)
(città)
12,3444
12° 44’
3,4555
3° 34’
300
2
3
SHAPE = tipo di shape file vettoriale (punto, poligono, linea)
Parc_Regional_W
Parc_Regional_W.shx SHX
Formato dati: SHAPE FILE
- Standard per il dato vettoriale
- Interoperabilità tra sistemi GIS
Contiene le
informazioni
geometriche,
ovvero il disegno
Parc_Regional_W
Parc_Regional_W.shp
Parc_Regional_W.prj
Parc_Regional_W.shx SHX
Formato dati: SHAPE FILE
- Standard per il dato vettoriale
- Interoperabilità tra sistemi GIS
Contiene gli
indici per
collegare i due
file precedenti
Parc_Regional_W
Parc_Regional_W.shp
Parc_Regional_W.prj
Parc_Regional_w.shx SHX
Formato dati: SHAPE FILE
- Standard per il dato vettoriale
- Interoperabilità tra sistemi GIS
Contiene le
informazioni
sulla
proiezione
geografica
Parc_Regional_W
Parc_Regional_W.shp
Parc_Regional_W.prj
Parco
Regionale
W
Burkina
Faso
Niger
Benin
Area protetta
Estensioni di ArcGIS
- ArcMapLe migrazioni nella periferia del Parco Transfrontaliero W
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Parc Régional W
NigerBurkina Faso
Bénin
Zone Cynégétique
de la Djona
Réserve Partielle
de Faune
de KourtiagouConcession
de Chasse
de Koakrana
Réserve Totale
de Tamou
Mékrou
Parc National
de la PendjariZone Cynégétique
de la MékrouZone de chasse
de Konkonbri
#
KANDEROU
#
SA M P ETO
#
KAN D ER OU
#
GNI NG NI NP
#
AKOUAMON
#
BANGADA#
BALOUKOUR
#
KARAGOU
#
NIMPOUNI
#
NIAMBAGA
# KANKOUNO U
# KPAKO WAS
#
KPAKO BAM# KPAKO KAN
#
TERAMPO
#
TELAMPO
#SAMOUSSOR
#
SISSOU
#
KPAKO KOU#
SAKABAROU
#
ANGARAD�B
#
GANTENIN#
TEDOUWALL
#
GNAMPOGOB
#
DJAMONI
#
WADEDAROU
#
KEROUKORO
#
GNAMBOURA
#
GNIGNIMPO
#
MURABANOU
# GANGOUROB
#
GOBIYROU
#
DEBAYAKPA
#
KPAKO AMO
#
KPAKO GBO
#
KPAKO GAN
# KPAKO GOU#
KPAKO TOU
# KPAKO GAM# KPAKO GAM
#
TEMEGOU
#
KPAKO GAN
# KPAKO GOU
#
KPAKO KIE
#
KPAKO SOU
#
KPAKO WON
# KANYAROU
# WIWURA
#
BAMBAKA
#
KPAKO GOU
#
TARA
#
SANSISSI#GBO KPIKI
#
GOUNOUYIR
#
SAMBO GAR
#
KALI#
NASSI
#
DJAMAGA
#KIKOUROU
#
POU TIGUI
#
BAGNARI
# GONROUKAG
#
DANDEROU
#BIWIRII
#BOU NIN #
BOM OU
# SOUDO U
#KOUWIROU
#
W O B I G A M A
#
SA M P E TO G
#
KA ND E RO U
#
KA N K O UR O U
#SA K AB AR O U
#
A NG A R AD E B
#
BA M B A KA G
#
GO U M I NK O R
#
KO U DO U B O U #
DO R O G UI#
GN IN G NI N P
#
GO U N G O UN N
#
BA ND E GO U
#
BO G O D A RI
#
GO U NO N M A
#
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#
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#
TA N G E M I
#
GO U G N I RO U
#
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#
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GO U NO U Y IR
#
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#
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#
BO U K O R G A
#
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#
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#
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#
GOUROUDOG
#
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#
GOUSIN WO
#
BAGNINMI#
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#
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BIO BOKER
#
BURAKO DA
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BOU NNIN G
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ARIBORI
#
SOURAROU
#
ANGARADEB
#
BONYAKOU
#
GODOU KPA
#
TIGASSON
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#
GODOUGOUS
#
YANTAGUI
#
YANDAROU
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#
BOG AMA#
BOM BONRO#
BANSSION
#
SAKASSINO
#
YAGBO#
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TRABO
#
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#
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#
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#
LEGOS
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#
TAMKPA
#
KAYERE GA
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#
GALLA
# GANDO KOS
#KOUTAGADD
#
KOE
#
BELANDE
#
TANK OUNDE
#
KOGOLI
#
DIA PAGA
#
MANGOU
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#
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# EKWAGNI#
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# HAM ANN TO
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# BOIZEDO
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# ILELA#
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MANOUFFA
TOUNG A BA
# BOU MBAGU I
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#
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#
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#
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#
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#
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#
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#
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WIN D IBA G
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M OLI HA OU SSA
Réserve partielle
de Dosso
N
EW
S
Les migrations dans la zone périphérique du Parc Régional W
Rédigée en Juillet 2004.
Conception et projet: Emanuela Casti (Université de Bergame, Italie).
Réalisation: Chiara Brambilla, Federica Burini, Francesca Cristina Cappennani, Alessandra Ghisalberti (Université de Bergame, Italie).
Récolte données: Chiara Brambilla, Federica Burini, Francesca Cristina Cappennani, Alessandra Ghisalberti (Université de Bergame, Italie);
Sare Baké Adissatou, Mama Djaouga, Soufouyane Zakari Touré, Chabi Amadou Zime (Université de Cotonou, Bénin);
Moustapha Koné, Abdoullaye Moussa (Université de Niamey, Niger);
Souleymane Doussa, Olivier Lompo (Université de Ouagadougou, Burkina Faso).
(Carte définitive de la recherche sur les aspects socio territoriaux pour le ZONAGE)
Cours d'eau
$T Campement
&\ Hameau
#Y Village
%[ Village mère0 10 20 Kilomètres
VILLAGE à ethnie: AIRE à ethnie
prévalente:Batonou
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Migration:
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du M
ali
du
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er septen
trion
al
du N
iger
ia
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arak
ou
Estensioni di ArcGIS
- ArcMap- ArcSceneConcessione moderna
Concessione tradizionale
Gbeniki
Luogo di culto
Chiesa
Estensioni di ArcGIS
- ArcMap
- ArcScene
- ArcGlobe
Aire protégée
Village cible
Plugin
INTEROPERABILITA’
GPS
Google Earth
OpenLayer (Bing Maps, Google
Maps, OpenStreetMap, MapQuest,
OSM, Apple Maps)
Autocad
GIS#
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Parc Régional W
NigerBurkina Faso
Bénin
Zone Cynégétique
de la Djona
Réserve Partielle
de Faune
de KourtiagouConcession
de Chasse
de Koakrana
Réserve Totale
de Tamou
Mékrou
Parc National
de la PendjariZone Cynégétique
de la MékrouZone de chasse
de Konkonbri
#
KANDEROU
#
SA M P ETO
#
KAN D ER OU
#
GNI NG NI NP
#
AKOUAMON
#
BANGADA#
BALOUKOUR
#
KARAGOU
#
NIMPOUNI
#
NIAMBAGA
# KANKOUNO U
# KPAKO WAS
#
KPAKO BAM# KPAKO KAN
#
TERAMPO
#
TELAMPO
#SAMOUSSOR
#
SISSOU
#
KPAKO KOU#
SAKABAROU
#
ANGARAD�B
#
GANTENIN#
TEDOUWALL
#
GNAMPOGOB
#
DJAMONI
#
WADEDAROU
#
KEROUKORO
#
GNAMBOURA
#
GNIGNIMPO
#
MURABANOU
# GANGOUROB
#
GOBIYROU
#
DEBAYAKPA
#
KPAKO AMO
#
KPAKO GBO
#
KPAKO GAN
# KPAKO GOU#
KPAKO TOU
# KPAKO GAM# KPAKO GAM
#
TEMEGOU
#
KPAKO GAN
# KPAKO GOU
#
KPAKO KIE
#
KPAKO SOU
#
KPAKO WON
# KANYAROU
# WIWURA
#
BAMBAKA
#
KPAKO GOU
#
TARA
#
SANSISSI#GBO KPIKI
#
GOUNOUYIR
#
SAMBO GAR
#
KALI#
NASSI
#
DJAMAGA
#KIKOUROU
#
POU TIGUI
#
BAGNARI
# GONROUKAG
#
DANDEROU
#BIWIRII
#BOU NIN #
BOM OU
# SOUDO U
#KOUWIROU
#
W O B I G A M A
#
SA M P E TO G
#
KA ND E RO U
#
KA N K O UR O U
#SA K AB AR O U
#
A NG A R AD E B
#
BA M B A KA G
#
GO U M I NK O R
#
KO U DO U B O U #
DO R O G UI#
GN IN G NI N P
#
GO U N G O UN N
#
BA ND E GO U
#
BO G O D A RI
#
GO U NO N M A
#
GB A NI NK R I
#
BA G NA R I
#
TA N G E M I
#
GO U G N I RO U
#
KA L I
#
KA L I G A ND#
GO U NO U Y IR
#
GN A M B A NN O
#
KI E T E R E G
#
SO U A P IK A
#
D JA M A G A G
#
KP AN K OT I
#
KO R I B A N D
#
PO U T I G UI
#
TO B A G A M A
#
GU Ò K O GU I
#
OR O U D O US
#
GO U S IN W O
#
NA B O U R O G
#SA B I K OR#
G U I D E G A
#
SO R O K O PE
#
SA K AR A
#
GN A M B U RA N
#
YA B A D O U G
# KA R A K OU K O
#
HA RI M A G A
# GB A S A M AR
#
BI D A RA G A
# GA B E G BE R O
#
BA NI G AN I
#
BA G N A RI
#
BO N Y A KO U
#
GO U RO B O K O
#
KO U E K OU RO
#
GB E P AL I G
#
WA R A G A R O
#
GA ND O GA RO
#
SI N K P E RO U
#BA N I K A NI
#
PO T O G A N D#
M AS S O G A R
#
LA FI A G A R
#
PO T O G A R O
#
BO U K O R G A
#
BANIKOAR A
#
ATA BEN OU
#
GBA SSA
#
SI NK PER OU
#
GIMBAGOU
#
GNINGNIN
#
GUÒKOGUI
#
GOUROUDOG
#
GOUROUSIN
#
GOUSIN WO
#
BAGNINMI#
YIGBERA
#
TOBAGA
#
TCHOKA
#
POPOMA
#
KEREMOU
#
BIO BOKER
#
BURAKO DA
#
DOGGOSOUA
#
DÔROU BAN
#
AKUOAMON
#
AGBASSON
#
WÔWÔRE
#
MAM A GBER
#
BOU NNIN G
#
YABADOU
#
AGBASSON
#
BIDARA
#
AMO NSORI
#
WARANGOUR
#
GABEGBERO#
BOU NIN
#
ARIBORI
#
SOURAROU
#
ANGARADEB
#
BONYAKOU
#
GODOU KPA
#
TIGASSON
#SASSADOUR
#
GODOUGOUS
#
YANTAGUI
#
YANDAROU
# DAG BAROU#
BOG AMA#
BOM BONRO#
BANSSION
#
SAKASSINO
#
YAGBO#
KPEGO #
TRABO
#
ABIDJAN
#
IGASON
#
POU PO UTA#
KOUTALLA
#
LEGOS
#
GOUNNOUYI#ALIBORI
#BOKOUBI
#
TAMKPA
#
KAYERE GA
# BAKASSIA
#
GALLA
# GANDO KOS
#KOUTAGADD
#
KOE
#
BELANDE
#
TANK OUNDE
#
KOGOLI
#
DIA PAGA
#
MANGOU
#TANSAR GA
#
KOTC HAR I
#
LEMPOANLI
#
MADAGA
#
TAM O UK AIN
#BAW LE/W OU
#
BAN GO U KO
#
SU D IN GO 2
#
SEN OK ON KE
#
DJ AN GO
#
SA BA BA RE
#
SA JE M A
#
YA M BIN D IA
#
TAM O U GU I
#BOU LEL
#
M OLI GOU R
#
M AN GA KOU
#
LON JOR I
#
TON KOSSA R
# TOM BO D EY
#
DJ EM E
#TOU NG A
# SO UR E I
#
TON DEY
# BOSSIA
# BOU ND ISSI
#
ZA M A GA ND A#
ZO UK OU AR A
#TON KOSSA R
#
FA REZE#
BOU LOU NG U
#
FA LM A DO S
#
FA LM A DO
#
SA BOU LA
#
PEKI NG A
#
TOR IOH
#
KOM P AN TI
#
TOR IO
#
TOU M BOU TO
#
KAN TR O
#
ISSE NE
# BOIF FO
# BAN GO U
#
BAN GO U GA
#
GOU NG OU N
#
FIA FO UN FO
#
ALF AK OU AR
#
FOU R ET
#
BAN IKA N I
#
CON GO U
#
GBASSISSO
#
BANKOU
#
AWOGUBINE
#
KANDABANI
#
EKWO D'OR#TCHINIBAI
#
ABEKOUTA
#
AGBOITCHI
#
GBEPANIN
#
FRANCE
# EKWAGNI#
KOUTALOU
#
WADATA
#
SOKOGUIZO#
KATA TOUN
#
SADAGARI
#
TAABIKPÔT#DAM AGAOU
# HAM ANN TO
#
HAO USSANK
#
MOLLA TED
#
GOROU GUI
#
BATANKOUK
#
FANDOU BO#
TOUNG ANDO
# GUANIA
# FARANTOUN
# BOIZEDO
#
MALIGOUNG
#
GOROU KAM
#
OURIGNAGA#
BOU ALONLO#
KOFOUNOU
# ILELA#
MAM MOUDOU
#
SOMBAY GO
#
TOMBO
# BELLO TOU
#
BANIKOARA
#
ALFARI
#
TOUNG A TE
#
TAKALAFIA#
GORO BANI
#
GUMBITCHI
#
TINDO KOA
#
BAKO TOUN#
GANTCHIKO
MAD JEKOUA
#
KOMPA IZE
#
DOSSADO
#
GAD OTOUNG
MAKOKO UAR
#
KOUDJI BA
#
TOURA
# ILE DE LE
#
HAROU NA T
#
SOU TOUNG
#
KAINA KO A
# KOUNGOGA#
KOABORO#
MANOUFFA
TOUNG A BA
# BOU MBAGU I
#
ALLOUGAL
#
KOUDJE KA
#
MAU REY KW
# TALANTEGO
#
BORIFARI
#
KOMABARMA
#
GUIDAGA
#
MAFALE
#
KAMBE KOU
# KAROUGA
#
TOUNG A DJ
#
BANA FARI#
GOROGA#BALLEY
#KOURTEY#
KWARA TEG
#
GOUNGOU M
TOUNG A BE
#
MIKO KOUA#
GOUNGOU M
#
DOUMA KOU
#
TCHANGA K
#
SALLAH KO
#
DIMANCHI
#
GAO BORE
#
LATONGOU
#
GAO UBOREY
# ALPHA MOR
#
TOUNG EY S
#
BIRA GOUN
#
TONDI SAM
#
KOMBOURFO
#
GONGOFO
#
GUINDE GO
# BARADJI K
# BANIZOU MB
#
DJOUKWE
#
SOURE III
#
SOURE 2#
SOURE3 OU
#
KABOGUIND
#
BABALAGOU
#
GOSSO#
KULLOBOUG
#SOUREANDA
#
ALFA DARA
#
WURA TOND
#
TONGA KOU
#
TINZAW# SEWA#
TCHI NI B#
HARI TCHI# BALAGA#
BALAGA
#
YARO GOUB
#
SANTIER D
#
DAREY BAN
#
GANDA KOU
#
TCHANGAKO
#
BENEBONGO#
KOULLAGOU
#
LELEDJE
#
YASSINIKO
#TCHENA# ANZAKOUAR
# KONKONDI #
OUDOUKOUA
#
HALIDOUKO
# BANAKOUAR
KOUDOUKOU
#
DOUBEIZE
#DI BAYZE
#
LULUME
#
SANSONI
#
ZARMAGAND
#
AMADOU MOU#
KOUARATEG
#
HAISSABAB#
BANDIO
#
KABE KEYN#
KABUKEINA
# BANGALA
#
TOMBO GAN
#
SE KUKU
#
TONDI FLA#
GUNGU
#DULLUTCHI
#GONGUYE#NAUSY
#ZARMAGAND
#
LOUDIE
TCHOFFI
# BOU NDOU
# LISSORE
#
KORAMMA
#
PINKONTOU
#
TIELA GUI
#
WOU RO HAL
#
WOU RO BOU
# WURO ALTO
#WURO MUND
# WOU RO KOY
# WOU RO BOT
#
WOU RO MAD#
WURO DIOF
# BONTOLLAR#
WOU RO KAL
#
BANGUKWAR
BAWLE TAK
#
BANGUKWAR#
BANIZOU MB
#
TAMPANGA
#
FIMBAKOUA
#
BOU BA# DIAGOKUER#
BANIGUITI#ZABARMA 2
#
PANBWA
#
BANGUITI
#
LA TA POA
#
NOM BITI
#
AN A GA
#
GNI ND A GOU
#BOU LEL
#TANBIGA
#TOBWANLI
#
BAGMANGOU
#
TOUOBOULI
#IRGOMO
#GNARA
#
TCHIAMPOA
#TANKIALA#
BOSSWANGA
#
SERI
#
NATONGOU
#PALBOA
#
M OA BOU
#
KOA LIA NG O
#
M OM BA
#
KON DI O
#
NA D JA GOU
#
YA OLIM BOU
#
PIELG OU
#
NA TON GOU
#
M ALP OA
#PA LBOA
#
BOSSAN GA#
KPA KP ALA#
KAN KA N DI E
#
KOU M A LGOU
#
NY A NM A N GA
#
TOBTIA GOU
#
OLA RO
#
LING A
#
NA N BOU AN T
#
KAT ELA
#
KAB OU GOU
#
BOSSOA NG A
#
DIA M A N GA#
DIA F OU AN O
#FOU A GOA LA
#
NA N GOA NL I
#
SI GN AN GA
#
TIAN TIA N G
#
TOU OD OUA N
#
LAR A
#
FOU A M BIGA
#
KOGO DA R I
#
KPEN KO UO N
#
BAN D UO
#AN TIA GA
#
TAN OA
#
NA SSOBD I
#BAR PO A
#
TAN FO LKOU
#KIM GO AN D I
#
TOM OA N A
#
GAR BO NGO U#
PA M PA N LI
#
BOGU ELI
#
KPEG NA FO U
#
KPEG NA FO U
#
DIA BOU GA
#
KOTC HU NG A
#NIAMONGA
#
M AL P O A P E
#
NA D JA G OU
#KO T C H AR I
#
KO N T O RAR E
#
BA N D U O P E
#
DA N Q UI A
#
BO N DO U O L I
#TA N B I G A
#DIA L ID JE
#
KO A L IA NG O
#KO U B O U L G O
#TI AN T IA
#
KO A PA N I
#
KOBOAMBOU
#
W O U R O M A R #
WO U R O A L I
#
W U RO S A M B#
W O U RO K I L
#
DIA M A NG O U
#
DIA M A NG O U
#
D JA M A NG O U
#
BI N G A
#SU DI NG O
#GO U RO H A D
#
SE K O N DA I K
# DJO L A H I
#
A L FA S O UL
# BO U B E K O U
#
SU DI NG O
#
R O UG A FA D
# BA L E T CH A K#
KO K O R BE B A#
TO N D I FO Y
#TC H A N TC H O
# BO Y B AN G O U
# BO Y B A NG O U
#
TC H E NA #
BA R K E D J E#
TI G U I L I
#
D JO R O U G O U
#
KO U L E E
#
M A L A PE U H#
M A L A PE U H
#
KO Z E L L I
#
NA R O U K O U
# W O N M I IN A
#TA NN A
#
IL A#
KO U DJ I B A #
DJA RA K O M
#
D O L E O
#KA R A
#
TC H AN TA G A
#
PAM PA N O U/#
OU L D E L IB A
#
GO R O U
#
TR A W E K O UA
# GO R O U
#
KO G O U N G O U
#
BA G AL I K O
#
KO F O U NO U
# GO R O U K A M
#
TO U L O UA
#
GO R O U B I
#
HI NN IS O U R#
AY O U B A K O
#
GA R O U G E N
#GA ND O U#
BO U ND OU K#
BO U N D OU K O
#
GO U L A G A H
#
GA H B E R I
#
LO U G AG A H
#
BA L E D J O G
#
GA H -B E RI#
GA H B E R I
# BA R E M A G A
#
W A DA T A G
# KA B E K A K O#
TO N I K P A R
#
TO N D I K OA R
#
GO R O U B A N
#
BA FF O
#
BA FF O
# AG B O W ÔG U Ô
#
M A M A -G A H
#
AB E K PA K P
#
EL HA D J I# BI O B O K E R
#
GB A S S A
#
KO U RI
#
R O UG A
#
M A M A
#
SA M B O
#
DE L E G UE
BA B A G NA D O
#
PO M P I#
GA H I K P A N
#GA H I K P A N
#
GA H I Y A R O#
GA H I K P AI
#GA H I K O U T
#
RO U G A GA H#
SO N DO#
SO N D O
#
AK O IT C HO
#
PE S S AR A#
GA ND O T H Y
#
GA I M AT C H# GA I DO T IY
GA N D O
#
A NT E R E
#
GN IN FE RI
#
GA S A M B O A
#
GA B O NZ A
#
M O U M O UN I
#
BA NI K AN I
#
D JA G N O N
#
GA B IS S I R
#
LA FI A R OU
#
IT CH E
#
OR O UK O U L O
#
GA H K PÔ TÔ
#
BI L FA
#
KA FE R I
#
BO U B IA
#
GA K O UR O U
#
KA G U E R E
#
GA N N O G A
#
KO U T AK A
#
GA E B AD A
#
BA G O RO U
#
AM P AT A
GNI M BOA M M A
TAP OA DJ ER M A
KOA DM ALG OU
DJ AGORGOU
POLI
LIBULI
BOTOU
TAMPANGA
TAMOU LAMORDE
ALLAMBA RE
BANIGUITI
#
TA M P AN G A
#
LU B AD JE
#
BA W L E W O U
#
BA W L E W O U
#BA W L E W O U
#BA W L E W O U
#
NANIFONOU
#
TIELA G OR
LOUBBAL
KOTA KI
LOULOUDJE
FORGO SOGO
#
SUDINGO 1
LELEDJI
TOLONDI
DIAGOPANG
YAOU BERI
M OU REK OU AR A#
KASSIPOLI
#GI DA A L H
BOILE 1
#SEOUANBOR
#
KABEKEINA
LAFARBORE
BOO LE
SOLE
MALA
BAN IZOU M BOU
ZA R IA
BAG NEY BAN GO U
KIRTA CHI ZENON
KIRTA CHI SEYB OU
TIGAY
KORO GOUNGOUN
ZO UR I M OU N E
KAR EY KOP TO
KA RE Y K O PT O
GAM BOU
SA KALA GONGA
FALMEY
TCH AN TC HO
BAN IGO UN GO U
FA LM EY K AY N A
KOU DJ E BENI
FONO BURGUISO RI KO UA R A
KOU RA BAN SOU K ISSA
KOTA KI
BO N G O UK IS AKELLETASSI
BIRI GA M BOU
BOU M BA
#
LOKOTORO KELLETASSI
ROU GAKOARA
HAM ANI TOUNGATO N D I G A M M A
MAIREKOARABOU MBAYE
LOUMBOU LOUMBOUBONWALOU
BOG NA MI
KOMPA
GARBEY KO
M ON SE Y D END I
M O N S E Y D E N D I
#
TEGUILI F
CONGO
OULDENIANCO
BOU MI TOUNGA
TINT IN
BOGO BOGO
MAMASSI GOURMA
M AM A SSI PEU HL
GOR OU BER I
#
MOUDIKOUA#
BALAKOUAR
KOUARA TEDJI
BAN IKA N IKO T T A W E
#
GAZERETOU
BO U A L O N L O
TONDI BOUKA
MOLLA
TON DI KO UA R A
BIRN I LA FIA
TAN D A TED JI
KARGUI
SA KA W AN TED JI
SA KAWAN ZENON
TOLOZOUGO
GUE NE
KOU AR A T EDJ I
MOKOLLESONON GNEDE
PABEGOURMADOGONDOUTCHI
THY A
ANGARADE BOU
THU Y
LOLO
SA H
KANDI
POD O
KAN D IF O
PED E
FA NG UED OU
IGR IGOU
KARAGOU TIPEDOU
SINKOKA
# TOTOGOURO
POTO #
FAY A G A G A
#
AKOUAMON
BO M B O R O G
GOMPAR OU
SOMPERE KOU
PA M PIN
GOU GN IR OUFONOUGOU
ARBONGA
IGU IW IRO U
KOR I
KOR I GU ING UI RI#
D JO B O G A R#
KO R I G A RO
SO RO KO
GBEN IKI#
SONKPURA
GNA M BO UR A NK OR OU
#
DAN M A GU I
TOURA
KPA KO GB ABI
#
BA G N A R I G
BOUANROU
SI M PEK OKA
KPESISOBE
#
GBASSABAN
#
GBASSA MA
#
TINHOURE
#TATA GBER#
TIN HO U R E
#
WÔ W ÔR E M A
Concession
de chasse de
Tapoadjerma
KARIMA MA
GA YA
GA ROU
OUNE T
MONK O
YAYAR OU
DOUB ILA
BOUDIRI
TCHOURA
TINTIMOU
DA DIAGOU
MONK ASSA
TASSIBON
TALLA WAL
PAR TIAGA
SINANW ONG
BOUDIKALI
DJ IBOU KI
KOUASSI PEUL
SA MBALGOU
MALA NVILLE
SI A
TAR A
OUN A
FOU ET
TOKEI
KOKEY
DEY SE
TAN D A
SA N RO U
FIR IKI
SO NN ON
DEY D JI
YOL DJ I
KOU LOU
BOISEY
GAR BO U
AF IN I1
AF IN I2
FA OU RI
YA BGO A
KOBA N A
DON W A RI
ALIB OR I
KAM BOW O
KOU BIR I
SI RIK OU
GON GOF O
GOR OU BA
GAN D EJI
KAT AN GA
BON OU KO
BAR IKI K
TOA LBOU
KOD JIN I
BOSOA LI
DIA TON A
BOD IAG A
TISSAR OU
M AD IKA LI
M ON DO UKO
DOM BOU RI
YA GBIN A N
KOF OU NOU
GON GU AY E
TOKOY BA 2
HAM M AH AO
YELLA KEY
ALF AD J EL
LAD A NG UI
DJ ABA LIP
DJ ALA D JI
TOU DO ROU
DJ INK OTO
KIBOU LGA
FA M BOA NA
KOKI BOR OU
YIN KO UBA B
GNA M BO UD E
BOU LDO NG A
KOU ASSI D
ALBA R KA ISE
KAY A N KIN A
BAN IGO RO U
KOU KOU R OU
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HIM A KOU A R TASSOBO Y
TOKOY BA N G
BALA GO DJ I
BIRN ITE GU
ALF AK OU AR
KWA R A M ALG OU
WELLE YGO RO U
GAO BA NGO U
SO UG NA Y KO
TIAN GA KW A
LOU DO UW A Y
HAR ISSOU N
BAR KELD A B
HAM DA LLA Y
ALF OD AM A T
TOU TOU RO U
TOU OGA NG A
TOU AG AN G2
POK ITOU GOKOU EM BON G
BOBOM O AN G
FO
BOI
DORO
TIYO
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BOD I
KAMAM
GONAN
YAKIN
BONTI
BASSI
KOURI
FANNI
GBATI
GOUTI
POG OU
DEROU
GBABI
KAKAO
DIGUI
GUINI
TIGOU
CARRE
NAAFA
BOYSE
BOYSE
ALFAK
WIRIRI
SANSOU
DINNIN
IBADAN
ZOUGOU
GBIMOU
BADARA
YABORIYABORI
ALAFIA
YARABO
GBASSI
BIWIRI
BINANI
KPONTA
KOKODI
TABKY1
TABKY2
HODAMA
ALEROUTOUNG A
BILARI
BONDOB
ZAMAYK
FANTOU
BONTIRI
GOUNTIA
GANNO UN
ASSAMSA
JANROUA
AONSIAN
KUTTALA
KARAMBA
BASSOKO
GONYARA
NIMBIRI
GIMBIRI
NAGBINI
SATOUBA
GNOMBON
KOGBIBA
BOKOSSI
BIWONKA
MONDARA
GOSSIRA
GOBIROU
BANKORO
SONWARI
TIMIGOU
NIMPUNI
SANKIRI
DAWIROU
YINKOKA
TASSIEL
DARESSA
DOSSADO
GUESSIT
KAREDJI
TIANGAS
LANDANK
MOMPABI
GOUTINMA
SIMKASSI
GBENIKI2
GBIBAKAY
BAIGBERO
GBEGBABI
KPINKPIN
TOUNG ATA
ADAMMEIS
BANILOU A
BAKOMAKA
KOUTAGAM
TOUMAROU
SIMBOGOU
SOMMONKA
WANAKOUW
KANTAKOU
TINTIMOU
KPIROUIR
ARBAKAYO
KPIKIBAN
YIGOUROU
DONDAKOU
KOROGONA
SOMBANOUGBIBAKOU
KINIKINI
KOROMGOU
GBO MAROU
KIHOUHOU
BAKAWONI
BONYAKOU
KOUDOROU
YAMBIROUGOUROUTI
NARANKPA
YOSINAND
BOG ODARI
BANDIGOU
GAD OFARI
HASSANSO
BALLAYDO
THANGAKO
KOLONKOL
KOUMBOGO
LAHIRAKA BANTALIT
TOUNG ABA
MANGODOU
ALFAKOUA
GARASSAK
ROSIBOYO
SIANSIANG
BATABONGO
GOUSO UANG
KOUHOUGOUTOIGBAROU
BERCOUNTA
DJINGOUNO
WANNANFIB
MASSANYAG
EGNIFOUNF
KABEKAKOU
GALOBANDAGOLOBANDA
GUENDE GA
TOUNG A KA
TOUNG A TI
KAKAKOUFO
GOUZARITO
MONSONGO U
GOUBAFARI
HABOU KALI
BOROKOKPI
GOUNONKOU
YAMANIPOG
KARIGOURO
KOROGNINK
SOMOUBOU K
DAROWONKO
GNOMAGNIM
KARAKOURO
SAGNINKOU
DAM ONKAM I
SOMBIRIKI
SIANSIANS
GUINWAROO
POG OUBAKA
NAFABANHO
KARIMARIG
YASIKO URO
BANISONNI
DANDANNIM
YAMABIRIK
FINFINKOU
SANGOUMAG
DEBAYAKPA
GBANINKRI
GUINWOROU
YABAKBIKO
KPEKOKORO
BANIZOU MB
KOUKANLAM
KAYANKAIN
HAYNIKOIF
SOUMAHEKO
KOUARATED
HAYNIKOYK
TCHAKAYKO
SOEYKOUAR
ALFAKOUAR
HAM DALLAY
KOPTITEND
DAWALKWAR
BANIZOU MB
BANNIGIUD
TANKIAGDI
TOUMAKPIN
PL I
LO W A
SE N O
KE N A
GA K PI
W I N N A
YO M K I
KA M B O
FAN N I
NO R R O
W O B I G
C AR R E
KO T A K I
BO N T I2
Y AM M O N
KA K O RO
DJA D J A
D IB I R I
YA G B O A
EL H A D J I
Y O M P IR I
W U R O G AM
R O UG A TC
M O ND O U K
GA M A K OU
M AN D A RA
SO L K I T I
GO B I R O U
NIM B IR I
KA ND E RO
N IM PO U N
KO K O D JI
SE N O U RO
M AT C H OU S
GO U T IN M A
GU RI B A O U
GB I B A K O U
AL IB O R IM
GA R R O UG A
SO M B A YG O
DO R O N GU I
KI N G A RO U
TO U NG A R I
SO U S S OU M
WI W IR IG A
GB A B O BO U
EL H A DJ IB
SO M B A NO U
BA M B O UG A
KO U RI M AR
GB O M A RO U
W I K O R O UM
SO N W O R IM
BE S S A R O U
D AG A FA N Y
KP IS A NRA
DO U R O U G A
GB I D O D OU
SO N W AR I G
D IG U L G A N
KP IK I RI G
M O U S I G A R
GO U RK E S S
KI RO G O R O
OU RO U OS A
KO S S E YB A
KO U H O U G O U
SI A N S IA N G
SI M K P A RO U
GO L O B AN D A
M AR IA T OU N
BO U M B O US O
GB I B A N NO U
KA R I G O U RO
KA K R O PO G O
KA N T A N K O U
KO R O G OM M O
GO U RO U B O R
BO N T IM AR I
A L A D JI G OU
DA R O UW O NK
SO M B IK I R I
DA N K PI GO U
NA F A B A H N O
DA M O NK A M O
KO U S S OU K A
OR O UB O UK O
AN G A RA D IB
KA RI M A R IG
BO F FO U N O U
BA NI G O UR O
GA N N O US IN SA M B O RO U G
D IG A S IK O U
Y AM A K I KI R
YA M B IR OU 1
Y AM B IR OU 2
Y AK O K O UR O
GO U G O N NO U
YA B O U SS O U
TC H A N GU IR
BO U N D OU H E
W I N D E B AG O
KA N S I B OU L
PO K IT O U G O
KO U E M B O NG
GOUBAGOUR
MARIDAKOU
BO N T IM AR I
YIG B E R A G
BONINSIB
FA RC ON R OU #
GOUMOR I
#
BANYIROU
# KPIBOROKO
# KPIBOROKO
GNA N BA NN O
KPA KO GOUROUBI
YAKOU KOUK
GUENEPOGO
KOURGAROU
DJO N G A
TC H IG O U R O
GAN D O DO DO
SA R IKIN OM
ALF AK OA RA
SO UM E TOU NG ADA N GA SO RI
M ON SE Y HA USSA
HAM DO ULLA
KOU SSOLA B
KAB OBOY E
WIN D IBZA
WIN D IBA G
TIHOR I
LOU BALL2
TAPOA DIAOGAB LI
M OLI HA OU SSA
Réserve partielle
de Dosso
N
EW
S
Les migrations dans la zone périphérique du Parc Régional W
Rédigée en Juillet 2004.
Conception et projet: Emanuela Casti (Université de Bergame, Italie).
Réalisation: Chiara Brambilla, Federica Burini, Francesca Cristina Cappennani, Alessandra Ghisalberti (Université de Bergame, Italie).
Récolte données: Chiara Brambilla, Federica Burini, Francesca Cristina Cappennani, Alessandra Ghisalberti (Université de Bergame, Italie);
Sare Baké Adissatou, Mama Djaouga, Soufouyane Zakari Touré, Chabi Amadou Zime (Université de Cotonou, Bénin);
Moustapha Koné, Abdoullaye Moussa (Université de Niamey, Niger);
Souleymane Doussa, Olivier Lompo (Université de Ouagadougou, Burkina Faso).
(Carte définitive de la recherche sur les aspects socio territoriaux pour le ZONAGE)
Cours d'eau
$T Campement
&\ Hameau
#Y Village
%[ Village mère0 10 20 Kilomètres
VILLAGE à ethnie: AIRE à ethnie
prévalente:Batonou
Peul
Gando
Gourmantché
Djerma
Mokollé
Dendi
Haoussa
Bella
Foulmangani
Autre
Foulmangani
Haoussa
Dendi
Mokollé
Djerma
Gourmantché
Peul
Batonou
Saisonnière
Migration:
Permanente
du Mali
du M
ali
du
Nig
er septen
trion
al
du N
iger
ia
de l'Atakora
vers Cotonou ve
rs P
arak
ou
multimediale
Shifting transcalare
(regionale, nazionale, locale)
Mapping di conoscenza
e operativa GIS
Sistema cartografico costruito con
Flashplayer
Testi/Carte/Immagini/Fotografie/Video/Tabelle
Sistema di capitalizzazione per la periferia del Parco Regionale W
MULTIMAP
cartografico
interattivo utenti multipli democratizzazione utilizzo
leggero Flash Player accessibilità off line e
con connessione lenta
SISTEMA DI MAPPING COSTRUITO CON FLASH PLAYER
GISmappe di base
Flash Playermappa sensibile
Databasequery
GISlegenda
descrizione
Flash Playerlegenda
DATABASE
INFORMATIONS DETAILLEES GBENIKI
Nom: ___GBENIKI_________________________________________
Statut: VILLAGE DE NOUVELLE INSTALLATION_______________
Village mère: __---------_____________________________________
Année fondation: __1970___________________________________
Position (lat./long.): _11.32443/2.3396__________________________
Popolazione: n. concessions _60_______________________________
n. habitants _2896_________________________________
% ethnie:_ BATONOU 60%, PEUL 20%, GOURMANTCHE
15%, DJERMA 5%_________________________________________
Migrations et période: _GOURMANTCHE, DJERMA SAISONNIERS
Activités pratiquées: _AGRIC. SPECULATIVE, VIVRIERE, _______
Eléments tradition: _LIEUX SACRES_________________________
Eléments modernité: HABITAT MODERNE____________________
INFOS
TOUS LES
VILLAGES
INFOS
CHAQUE
VILLAGE
FLASH PLAYERPop up
Foto JPEG Piano villaggio TIFF Testo PDF
FLASH PLAYER
Pop up
Video AVI in più files
Software GIS
PROPRIETARI
A PAGAMENTOOPEN SOURCE
Software GIS: QGIS
Il Parco delle Orobie Bergamasche
Plugin
INTEROPERABILITA’
Google Earth
Plugin
INTEROPERABILITA’
Google Earth
OpenLayer (Bing Maps, Google
Maps, OpenStreetMap, MapQuest,
OSM, Apple Maps)
Plugin
ANAMORFOSI
Scape Toad
Cartogram CreatorPotenziale bacino d'utenza dell'aeroporto di Orio al Serio entro due ore di percorrenza
Impaginazione
Altri Sistemi:
- Adobe Photoshop
- Adobe Illustrator
- GIMP
- Inkscape
Impaginatore stampa GIS
Grafici dati: Excell
Dati: iscritti alla scuola secondaria di II grado a.s. 2010/2011Fonte: MIUR
Totale alunni
45 -150
151- 250
251- 500
501 - 900
Ordine
Liceo
Tecnico
Professionale
Totale alunni
44%33%23%
44%
35%22%
42%
34%24%
42%
34%24%
37%
34%29%
43%
33%23%
42%
23% 35%
38%39%24%
82%
4%14%
38%33%
30%
44%32%24% 43%
42%15%
38%36%26%
36%26%
38%49%
34%17%
42%
36%22%
41%
32%27%
41%
36%23%
43%
36%21%
VALLE D’AOSTA
PIEMONTE
LIGURIA
TOSCANA
FRIULI - VENEZIA GIULIA
TRENTINO-ALTO ADIGE
LOMBARDIA
VENETO
EMILIA-ROMAGNA
MARCHE
CAMPANIA PUGLIA
BASILICATA
LAZIO
UMBRIA
ABRUZZO
MOLISE23%
46%31%
SICILIA
CALABRIA
SARDEGNA
900 45150400
25%
Alunni iscritti nelle scuole secondarie di II grado in Italia e loro percentuale in relazione all’Ordine scelto
Australia
0
1 - 5
6 - 10
11 - 20
21 - 50
51 - 70
USA
MaltaCipro
Cina
Canada
Altri scambi
N. studenti Erasmus per
soggiorni all’estero
Dati: studenti che hanno svolto soggiorni all’estero a.a. 2011-2012
Fonte: Ufficio Internazionalizzazione, Università di Bergamo
88
2330 29
15
129
0
50
100
150
200
250
300
Eco Giu Ing SF SU LLS Totali
Legenda: Eco area economica, Giu area giuridica, Ing area ingegneristica, SF area
della formazione, SU area umanistica, LLS area linguistico-letteraria
314
Distribuzione tra le aree scientifico-didattiche dei posti ERASMUS
Mobilità internazionale Erasmus per soggiorni all’estero rivolti agli studenti dell’Università di Bergamo
1-2.000
2.001-10.000
10.001-21.000
21.001-60.000
Comune senza scuola
secondaria di II grado
Numero iscritti
Dati: iscritti alle scuole secondarie di II grado statali (i dati delle scuole paritarie non sono disponibili), a.s. 2010/2011; popolazione residente 2011
Fonte: Ufficio Scolastico Regionale della Lombardia; Censimento 2011
Alunni iscritti alla scuola secondaria di II grado in Lombardia suddivisi per comune sede della scuola
Capoluogo Popolazione
residente (2011)
Alunni iscritti alla scuola
secondaria di II grado
% degli studenti sulla
popolazione totale
Bergamo 115.499 17.262 1,57 %
Brescia 191.465 20.544 1,64 %
Como 82.037 8.850 1,49 %
Cremona 69.154 7.590 2,09 %
Lecco 46.826 6.509 1,91 %
Lodi 43.607 5.509 2,42 %
Mantova 46.764 7.364 1,77 %
Milano 1.245.660 56.337 1,78 %
Monza 119.890 8.509 1,00 %
Pavia 69.166 9.189 1,68 %
Sondrio 21.801 3.491 1,91 %
Varese 79.959 8.355 0,95 %
HARDWARE
DATABASE
GEOGRAFICO
PERSONE SOFTWARE
GIS
Componenti GIS
Hardware
Video
RAM
Disco rigidoComune di provenienza e continente di approdo degli emigranti bergamaschi
HARDWARE
DATABASE
GEOGRAFICO
PERSONE SOFTWARE
GIS
Componenti GIS
Analogia comunicativa Carta/GIS
CARTA
AUTOREFERENZA
INTENZIONI
COMUNICATIVEEFFETTI
COMUNICATIVE
CARTOGRAFO
• conoscenze
• intenzioni
• tecniche costruttive
• istanze sociali
DESTINATARIO
• conoscenze
• intenzioni
• tecniche interpretative
• istanze sociali
Alluvione di Genova
Il Secolo XIX, 10 ottobre 2014
Carta interattiva
Alluvione di Genova
OpenGenova
http://opengenova.org/maps/angelidelfango/#13/44.4131/8.9571
Alluvione di Genova
OpenGenova
http://opengenova.org/maps/angelidelfango/#13/44.4131/8.9571
Carta contributiva Ushahidi Haiti Crisis Map(http://newswatch.nationalgeographic.com/2012/07/02/crisis-mapping-haiti/ )
Carta contributiva Ushahidi Haiti Crisis Map(http://newswatch.nationalgeographic.com/2012/07/02/crisis-mapping-haiti/ )