Monday 21 March 2022 ISATEM: ISATEM: An Integration of Socioeconomic and Spatial An Integration of Socioeconomic and Spatial Models Models for Mineral Resources Exploitation for Mineral Resources Exploitation F.Andriamasinoro, D. Cassard, F.Andriamasinoro, D. Cassard, B.Martel-Jantin B.Martel-Jantin BRGM (French Geological Survey) - BRGM (French Geological Survey) - France France Mineral Resources Division Mineral Resources Division email: email: [email protected][email protected]
Transcript
Tuesday 18 April 2023
ISATEM: ISATEM: An Integration of Socioeconomic and Spatial ModelsAn Integration of Socioeconomic and Spatial Models
for Mineral Resources Exploitationfor Mineral Resources Exploitation
F.Andriamasinoro, D. Cassard, B.Martel-JantinF.Andriamasinoro, D. Cassard, B.Martel-Jantin
Mineral resources exploitationMineral resources exploitation
> Defined at territory scale (micro or meso or macro)Defined at territory scale (micro or meso or macro)
> Modelling and simulation purposeModelling and simulation purpose• Searching possible impacts of the activity on:Searching possible impacts of the activity on:
> Defined at territory scale (micro or meso or macro)Defined at territory scale (micro or meso or macro)
> Modelling and simulation purposeModelling and simulation purpose• Searching possible impacts of the activity on:Searching possible impacts of the activity on:
> Artificial agents (like with robot/ant simulation)Artificial agents (like with robot/ant simulation)• Currently applied at micro-scale (Currently applied at micro-scale ( 10 km * 10 km in real-field) 10 km * 10 km in real-field)
> ADK Spatial properties (only in pixels): ADK Spatial properties (only in pixels): • Position (x, y) and environment sizePosition (x, y) and environment size
> Artificial agents (like with robot/ant simulation)Artificial agents (like with robot/ant simulation)• Currently applied at micro-scale (Currently applied at micro-scale ( 10 km * 10 km in real-field) 10 km * 10 km in real-field)
> ADK Spatial properties (only in pixels): ADK Spatial properties (only in pixels): • Position (x, y) and environment sizePosition (x, y) and environment size
actionactionactionaction
deliberationdeliberationdeliberationdeliberation
Tuesday 18 April 2023
Application in ADK : AsgmaApplication in ADK : Asgma
> Possible questions (from e.g. authorities)Possible questions (from e.g. authorities)• To what extent is it possible to increase the official gold priceTo what extent is it possible to increase the official gold price
– to improve the artisans’ income by to improve the artisans’ income by % ? (Development)% ? (Development)
– to reduce the ratio of the clandestine buyer channel to to reduce the ratio of the clandestine buyer channel to % ? (Governance)% ? (Governance)
> Possible questions (from e.g. authorities)Possible questions (from e.g. authorities)• To what extent is it possible to increase the official gold priceTo what extent is it possible to increase the official gold price
– to improve the artisans’ income by to improve the artisans’ income by % ? (Development)% ? (Development)
– to reduce the ratio of the clandestine buyer channel to to reduce the ratio of the clandestine buyer channel to % ? (Governance)% ? (Governance)
Tuesday 18 April 2023
Application in ADK : Asgma (2)Application in ADK : Asgma (2)
> Treatment areaTreatment area> Treatment areaTreatment area
EnvironmentEnvironment(bitmap)(bitmap)
EnvironmentEnvironment(bitmap)(bitmap)
Tuesday 18 April 2023
From ADK to IsatemFrom ADK to Isatem
> Geo-referenced data managementGeo-referenced data management• Creation and/or following a possible temporal evolution Creation and/or following a possible temporal evolution predictive map predictive map
– Currently: map=vector data in shape/dbf/index filesCurrently: map=vector data in shape/dbf/index files
> Architecture level: agent Architecture level: agent component component• First step from MAS to other approach (like dynamic system)First step from MAS to other approach (like dynamic system)
• Micro Micro Micro and Meso Micro and Meso
> User level : IndicatorsUser level : Indicators• display socioeconomic and/or environmental data on a dynamic mapdisplay socioeconomic and/or environmental data on a dynamic map
– Label, color (min, max), scale (min, max)Label, color (min, max), scale (min, max)
> Geo-referenced data managementGeo-referenced data management• Creation and/or following a possible temporal evolution Creation and/or following a possible temporal evolution predictive map predictive map
– Currently: map=vector data in shape/dbf/index filesCurrently: map=vector data in shape/dbf/index files
> Architecture level: agent Architecture level: agent component component• First step from MAS to other approach (like dynamic system)First step from MAS to other approach (like dynamic system)
• Micro Micro Micro and Meso Micro and Meso
> User level : IndicatorsUser level : Indicators• display socioeconomic and/or environmental data on a dynamic mapdisplay socioeconomic and/or environmental data on a dynamic map
– Label, color (min, max), scale (min, max)Label, color (min, max), scale (min, max)
Application in Isatem : FlowModApplication in Isatem : FlowMod
> Medium-scale Medium-scale 100 km * 100 km 100 km * 100 km
> Issue : some resources will be closed by authorities Issue : some resources will be closed by authorities • environmental constraintsenvironmental constraints
• Questions : where may be the future resources within 10 – 20 years?Questions : where may be the future resources within 10 – 20 years?
> Medium-scale Medium-scale 100 km * 100 km 100 km * 100 km
> Issue : some resources will be closed by authorities Issue : some resources will be closed by authorities • environmental constraintsenvironmental constraints
• Questions : where may be the future resources within 10 – 20 years?Questions : where may be the future resources within 10 – 20 years?
TransportTransport(Truck)(Truck)
TransportTransport(Truck)(Truck)
Consumption areaConsumption area(City)(City)
Consumption areaConsumption area(City)(City)
ASGMA scaleASGMA scaleASGMA scaleASGMA scale Production in Ton or € equivalent for the sold partProduction in Ton or € equivalent for the sold partProduction in Ton or € equivalent for the sold partProduction in Ton or € equivalent for the sold part
Cost is doubled every 30kmCost is doubled every 30kmCost is doubled every 30kmCost is doubled every 30km
Tuesday 18 April 2023
A Isatem component architectureA Isatem component architectureSpatial or transversal objectSpatial or transversal objectSpatial or transversal objectSpatial or transversal object Spatial (in FlowMod)Spatial (in FlowMod)Spatial (in FlowMod)Spatial (in FlowMod)
Transversal (in FlowMod)Transversal (in FlowMod)Transversal (in FlowMod)Transversal (in FlowMod)
Spatial (in ADK)Spatial (in ADK)Spatial (in ADK)Spatial (in ADK) …………
