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    Modeling Woodfuel Environmental Impacts within Dynamic Landscapes

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    Modeling Woodfuel Environmental Impacts within Dynamic Landscapes

    Our main interest is on spatial and temporal modeling of woodenergy environmental impacts and production potential, within the broader area of energy security for the poor.
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    Modeling Woodfuel Environmental Impacts within Dynamic Landscapes

    Our approach is by means of models and computer simulations built for landscape level analysis, integrating various drivers of land change and woodfuel demand sources.
PEOPLE

Adrian Ghilardi
PI
Spatial analysis and modeling.
email aghilardi@ciga.unam.mx
Ranyart Rodrigo Suárezi
Project technician
Programming and Web developer.
email ranyart.rodrigo@gmail.com
Raúl Tauro
Posdoc
Bioenergy supply chains.
email rtauro@cieco.unam.mx
Lourdes Calderón
Lab Admin

email lcalderon@ciga.unam.mx
José Luis Caballero
PhD student
Spatial resources modeling.
email jlcaballerobios@gmail.com
Tatiana García
PhD student
Biomass off-grid solutions.
email inglaterra16@hotmail.com
Celia Teresa Navarro
PhD student
Fire modeling.
email jauregui.teresa@gmail.com
Lidia Salas
PhD student
PhD student
email lisa_canela@hotmail.com

FORMER MEMBERS

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Roberto Rangel

PROJECT TECHNICIAN

Programming and Web developer.


mcrangelheras@gmail.com

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Montserrat Serrano

POSDOC

Proyecto Posdoctoral: Análisis espacial de la demanda de leña en México a través de modelos estadísticos y sus implicaciones socio-ambientales y económicas (Abr 2017- Mar 2019).


mttserrano@gmail.com

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Miguel Salinas

POSDOC

Biomass resources modeling.


miguels@cieco.unam.mx

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Rita Adame

PhD student

Patrones espaciales de degradación forestal por uso de leña en un ejido de la Meseta Purépecha, Michoacán, México.


rladame@gmail.com

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Ana Castro

Master student

Tesis (2019): Impactos ambientales de la producción de bioenergía en México a partir de residuos agrícolas (2016-2018).


acstrrys@gmail.com

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Vania López

Master student

Master student


vanialopezgarcia@gmail.com

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René Orozco

Undergraduate student

Tesis (2019): Optimización de rutas de exploración y posicionamiento geográfico de plantas de producción de energía eléctrica utilizando una propuesta de refinamiento adaptativo, heurísticas de aproximación y los algoritmos de exploración binaria en anchura y Bellman-Ford (2017-2018).


jr.orozco@gmail.com

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Andrés Vargas

Undergraduate student

Tesis (2019): Optimización de rutas de exploración y posicionamiento geográfico de plantas de producción de energía eléctrica utilizando una propuesta de refinamiento adaptativo, heurísticas de aproximación y los algoritmos A* y Dijkstra (2017-2018).


andresvs13@gmail.com

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Silvia Martínez

Master student

Thesis (2018): Estrategias para la conservación de la selva baja en la cuenca media del río Ayuquila, Jalisco, a partir de modelos prospectivos del paisaje (2010-2015).


silviamrz@gmail.com

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Alexander Quevedo

Master student

Thesis (2018): Validación de un modelo global de degradación forestal por uso de leña mediante índices de vegetación de imágenes MODIS multitemporales. Currently at: GIS technician at Environmental Geography Research Center, UNAM, México.


alequech@gmail.com

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Diana Ramírez

Master student

Thesis (2015): Estimación de biomasa leñosa aérea de encinos empleando alometría y fotografías aéreas de pequeño formato. Currently at: PhD. Student at UNAM, México and GIS and programing technician at CONABIO, Mexico.


diana.masher@gmail.com

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Mariaclara López

Undergraduate student

Thesis (2015): Análisis espacial de la degradación forestal en comunidades de encinos (Quercus spp.) utilizados para producción de carbón vegetal. Caso de estudio en la Cuenca del Lago Cuitzeo (Michoacán, México).


mariaclaralopezr@gmail.com

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José Luis Caballero

Maestría

Thesis (2015): Modelado de los patrones espaciales de extracción de madera para producir carbón vegetal en la cuenca del lago de Cuitzeo. Actualmente: Estudiante de doctorado de la UNAM.


jlcaballerobios@gmail.com

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Rafael González

Master student

Thesis (2013): Modelado espacial de la dinámica de los bosques de Quercus manejados para carbón vegetal en la cuenca del lago de Cuitzeo, Michoacán. Currently at: PhD student at Universitat Autònoma de Barcelona, Spain.


jrglezlpz@gmail.com

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Ana Fernández

Master student

Thesis (2012): Impactos de la producción clandestina de carbón vegetal sobre los patrones espaciales de degradación forestal en la Cuenca de Cuitzeo, Michoacán. Currently at: PhD. Student at UNAM, México and GIS technician at Centro de Cambio Global y la Sustentabilidad en el Sureste, Mexico.


anaferm03@gmail.com

PROJECTS
  • star Woodfuel Landscape Interactions in Haiti

    Year: 2018-2020
    Location: Haiti
    Client: Clean Cooking Alliance
    Main project features: Geospatial assessment of woodfuel sustainability in Haiti
    Co-PIs: Adrian Ghilardi & Rob Bailis
    Activities performed: Spatial Analysis and Modeling

  • star Explorador de Cambio Climático y Biodiversidad

    Year: 2018-2019
    Location: México
    Client: Comisión Nacional para el Conocimiento y Uso de la Biodiversidad (CONABIO)
    Main project features: Development of a map server for the deployment and analysis of spatial informatoin on biodiversity and climate change
    PI: Adrian Ghilardi
    Co-PIs: Roberto Rangel & Ranyart Suárez
    Activities performed: Coordination

    link webpage
  • star Geospatial Bioenergy Potentials in the Central American Integration System (SICA)

    Year: 2017-2018
    Location: Central America + Dominican Republic + Haiti
    Client: United Nations
    Main project features: Geospatial web-based platform for real-time analyses of woodfuel sustainability and bioenergy potentials
    PI: Adrian Ghilardi
    Activities performed: Coordination, Spatial Analysis and Modeling

    link webpage
  • star Research branch within the Cluster on Solid Biomass for Heat and Power at the Centro Mexicano de Innovación en Bioenergía (CEMIE-Bio)

    Year: 2016-2020
    Location: Mexico
    Client: Secretaría de Energía (SENER) y Consejo Nacional de Ciencia y Tecnología (CONACYT), México-SENER CONACYT 2014 246911
    Main project features: Geospatial assessment of bioenergy potentials in Mexico and developing a web-based interface for querying results and replicating some of the GIS-based analyses
    PI (research branch): Adrian Ghilardi
    PI (Cluster): Omar Masera
    Activities Performed: Coordination, Spatial Analysis and Modeling

    link webpage
  • star Geospatial Analysis and Modeling of Non-Renewable Biomass: WISDOM and Beyond

    Year: 2013-2015
    Location: Global, with focus in Honduras, Kenya and India
    Client: Clean Cooking Alliance
    Main project features: Geospatial assessment of woodfuel sustainability in the global south, and three focal countries
    Co-PIs: Rob Bailis & Adrian Ghilardi
    Activities performed: Spatial Analysis and Modeling

    link webpage
  • star Estado de degradación y potencial de restauración en ecosistemas forestales bajo manejo de la Cuenca baja del río Ayuquila

    Year: 2012
    Location: Ayuquila river basin, México
    Client: Agence Francaise de Développement (AFD), Comisión Nacional Forestal (CONAFOR)
    PI: Adrian Ghilardi
    Activities Performed: Coordination, Spatial Analysis and Modeling

  • starAddressing Forest Degradation in Mexico Through REDD+

    Year: 2011-2013
    Location: Mexico
    Client: ClimateWorks Foundation
    Main project features: Understand the potential role fo woodfuels within the REDD+ mechanism
    PI: Margaret Skutsch
    Co-PIs: Adrian Ghilardi
    Activities performed: Case studies and public policies were linked to a geodatabase

  • starFuelwood Sustainability in Western Honduras

    Year: 2011-2013
    Location: Western Honduras
    Client: Proyecto Mirador and Yale Institute for Biospheric Studies
    Co-PIs: Rob Bailis & Adrian Ghilardi
    Activities Performed: Spatial Analysis and Modeling

  • starAnálisis de cambio de cobertura y uso de suelo en la Cuenca baja del río Ayuquila

    Year: 2011 - 2012
    Location: Ayuquila river basin, México
    Client: Agence Francaise de Développement (AFD), Comisión Nacional Forestal (CONAFOR)
    PI: Adrian Ghilardi
    Activities Performed: Coordination, Spatial Analysis and Modeling

  • starAnálisis geoespacial de la degradación forestal por la extracción de madera para leña y carbón vegetal en el centro de México

    Year: 2009-2014
    Location: Cuitzeo basin, central México
    Client: ClimateWorks, PAPIIT-UNAM IA101513 and CONAFOR
    PI: Adrian Ghilardi
    Activities Performed: Coordination, Spatial Analysis and Modeling

PUBLICATIONS

2019. Variables Selection for Aboveground Biomass Estimations Using Satellite Data: A Comparison between Relative Importance Approach and Stepwise Akaike’s Information Criterion
Adame-Campos, Rita L., Ghilardi, A., Gao, Y., Paneque-Galvez, J., Mas, J.F. ISPRS International Journal of Geo-Information 8 6

2019. Fuelwood use patterns in Rural Mexico: a critique to the conventional energy transition model.
Serrano-Medrano, M., Arias-Chalico, T., Ghilardi, A., Masera, O. Historia Agraria 77

2018. Promoting LPG, clean woodburning cookstoves or both? Climate change mitigation implications of integrated household energy transition scenarios in rural Mexico.
Serrano-Medrano, García-Bustamante, C., Berrueta, V.,Martínez-Bravo, R., Ruíz-García, V., Ghilardi, A., Masera, O. Environmental Research Letters 13 11

2018. Unprecedented plant species loss after a decade in fragmented subtropical chaco serrano forests
Aguilar, R., Calviño, A., Ashworth, L., Aguirre-Acosta, N., Carbone, L.M., Albrieu-Llinás, G., Nolasco, M., Ghilardi, A., Cagnolo, L. PLoS ONE 13 11

2018. Assessing forest cover change in Mexico from annual MODIS VCF data (2000–2010)
Gao, Y., Ghilardi, A., Mas, J., Quevedo, A., Paneque-Gálvez, J., Skutsch, M. International Journal of Remote Sensing

2018. Using aerial photography to estimate wood suitable for charcoal in managed oak forests
Ramírez-Mejía, D., Gómez-Tagle, A., Ghilardi, A. Environmental Research Letters 13 2

2018. Potential environmental benefits from woodfuel transitions in Haiti: Geospatial scenarios to 2027
Ghilardi, A., Tarter, A., Bailis, R. Environmental Research Letters 13 3

2017. Getting the numbers right: Revisiting woodfuel sustainability in the developing world
Bailis, R., Wang, Y., Drigo, R., Ghilardi, A., Masera, O. Environmental Research Letters 12 11

2017. Adapting REDD+ policy to sink conditions
Skutsch, M., Paneque-Gálvez, J., Ghilardi, A., Balderas Torres, A., Morfin-Rios, J., Michel-Fuentes, J.M., Carrillo, O., Ross, D. Forest Policy and Economics 80

2017. Estrategias para la conservación de la selva baja en la Cuenca Media del Río Ayuquila, Jalisco, a partir de modelos prospectivos del paisaje (2010-2025)
Martínez-Rodríguez, S.G., Ghilardi, A., Carlón-Allende, T., Jardel-Peláez, E. Análisis y Modelación de patrones y procesos de cambio.

2016. Validation of MODIS Vegetation Continuous Fields for monitoring deforestation and forest degradation: two cases in Mexico
Gao, Y., Ghilardi, A., Paneque-Galvez, J., Skutsch, M., Mas, J.F. Geocarto International 31 9

2016. Charcoal contribution to wealth accumulation at different scales of production among the rural population of Mutomo District in Kenya
Ndegwa, G., Anhuf, D., Nehren, U., Ghilardi, A., Iiyama, M. Energy for Sustainable Development 33

2016. Spatiotemporal modeling of fuelwood environmental impacts: Towards improved accounting for non-renewable biomass
Ghilardi, A., Bailis, R., Mas, J.-F., Skutsch, M., Elvir, J.A., Quevedo, A., Masera, O., Dwivedi, P., Drigo, R., Vega, E. Environmental Modelling and Software 82

2016. Patterns of distribution of nine Quercus species along an environmental gradient in a fragmented landscape in central Mexico
Aguilar-Romero, R., García-Oliva, F., Pineda-García, F., Torres, I., Peña-Vega, E., Ghilardi, A., Oyama, K. Botanical Sciences 94 3

2016. Evaluation Of annual modis PTC data for deforestation and forest degradation analysis
Gao, Y., Ghilardi, A., Mas, J.F., Paneque-Galvez, J., Skutsch, M. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 41

2015. The carbon footprint of traditional woodfuels
Bailis, R., Drigo, R., Ghilardi, A., Masera, O. Nature Climate Change 5 3

2015. Environmental Burden of Traditional Bioenergy Use
Masera, O.R., Bailis, R., Drigo, R., Ghilardi, A., Ruiz-Mercado, I. Annual Review of Environment and Resources 40

2015. Sustainable bioenergy options for Mexico: GHG mitigation and costs
García, C.A., Riegelhaupt, E., Ghilardi, A., Skutsch, M., Islas, J., Manzini, F., Masera, O. Renewable and Sustainable Energy Reviews 43

2015. Unas herramientas de uso libre para evaluar la fiabilidad temática de datos espaciales.
Mas, J-F.*, Pérez-Veja, A., Ghilardi, A., Martínez, S., Loya-Carrillo, J.O., Vega, E. Anais XVII Simpósio Brasileiro de Sensoramiento Remoto.

2014. Diffusion of non-traditional cookstoves across western Honduras: A social network analysis
Ramirez, S., Dwivedi, P., Ghilardi, A., Bailis, R. Energy Policy 66

2014. Potential greenhouse gas benefits of transatlantic wood pellet trade
Dwivedi, P., Khanna, M., Bailis, R., Ghilardi, A. Environmental Research Letters 9 2

2014. Spatial and temporal projection of fuelwood and charcoal consumption in Mexico
Serrano-Medrano, M., Arias-Chalico, T., Ghilardi, A., Masera, O. Energy for Sustainable Development 19 1

2014. Validation of MODIS vegetation continuous fields in two areas in Mexico
Gao, Y., Mas, J.F., Paneque-Galvez, J., Skutsch, M., Ghilardi, A., Navarrete Pacheco, J.A., Paniagua, I. 3rd International Workshop on Earth Observation and Remote Sensing Applications, EORSA 2014 - Proceedings

2014. Operationalizing the definition of forest degradation for REDD+, with application to Mexico
Morales-Barquero, L., Skutsch, M., Jardel-Peláez, E.J., Ghilardi, A., Kleinn, C., Healey, J.R. Forests 5 7

2014. A Suite of Tools for Assessing Thematic Map Accuracy
Mas, J-F.*, Pérez-Veja, A., Ghilardi, A., Martínez, S., Loya-Carrillo, J.O., Vega, E. Geographic Journal

2014. Análisis de la producción de carbón vegetal en la Cuenca del Lago de Cuitzeo, Michoacán, México: Implicaciones para una producción sustentable.
Camou-Guerrero, A.*, Ghilardi, A., Mwampamba, T., Serrano, M., Ortiz-Avila, T., Vega, E., Oyama, K., Masera, O. Investigación Ambiental

2013. Dispelling common misconceptions to improve attitudes and policy outlook on charcoal in developing countries
Mwampamba, T.H., Ghilardi, A., Sander, K., Chaix, K.J. Energy for Sustainable Development 17 2

2013. What role will charcoal play in the coming decades? Insights from up-to-date findings and reviews
Ghilardi, A., Mwampamba, T., Dutt, G. Energy for Sustainable Development 17 2

2013. Estimating the spatial distribution of woody biomass suitable for charcoal making from remote sensing and geostatistics in central Mexico
Castillo-Santiago, M.Á., Ghilardi, A., Oyama, K., Hernández-Stefanoni, J.L., Torres, I., Flamenco-Sandoval, A., Fernández, A., Mas, J.-F. Energy for Sustainable Development 17 2

2013. Analysis of deforestation hot-spots in mexico over 2000-2010 using time-series modes vegetation continuous fields (VCF) data.
Gao, Y., Mas, J-F., Paneque, J., Skutsch, M., Navarrete, A., Ghilardi, A. Memorias de la XX Reunión Nacional de la Sociedad de Especialistas Latinoamericanos en Percepción Remota y Sistemas de Información Espaciales (SELPER).

2013. Modelado espacial de la dinámica de bosques de encino bajo producción de carbón vegetal en la cuenca del lago de Cuitzeo, Michoacán.
González-López, R., Ghilardi, A. Memorias de la XX Reunión Nacional de la Sociedad de Especialistas Latinoamericanos en Percepción Remota y Sistemas de Información Espaciales (SELPER).

2012. Perceptions of stakeholders about nontraditional cookstoves in Honduras
Ramirez, S., Dwivedi, P., Bailis, R., Ghilardi, A. Environmental Research Letters 7 4

2012. Sprouting productivity and allometric relationships of two oak species managed for traditional charcoal making in central Mexico
Aguilar, R., Ghilardi, A., Vega, E., Skutsch, M., Oyama, K. Biomass and Bioenergy 36

2011. Dealing with locally-driven degradation: A quick start option under REDD+
Skutsch, M.M., Torres, A.B., Mwampamba, T.H., Ghilardi, A., Herold, M. Carbon Balance and Management 6

2011. Spatial Modeling of Fuelwood Extraction Dynamics: A Case Study for Honduras.
Ghilardi, A., Mas, J-F. Memorias de la XIX Reunión Nacional de la Sociedad de Especialistas Latinoamericanos en Percepción Remota y Sistemas de Información Espaciales (SELPER).

2009. A GIS-based methodology for highlighting fuelwood supply/demand imbalances at the local level: A case study for Central Mexico
Ghilardi, A., Guerrero, G., Masera, O. Biomass and Bioenergy 33 06-jul

2009. Quantification of carbon savings from improved biomass cookstove projects
Johnson, M., Edwards, R., Ghilardi, A., Berrueta, V., Gillen, D., Frenk, C.A., Masera, O. Environmental Science and Technology 43 7

2009. Estado y tendencia de los servicios ecosistémicos
Oropeza-Aburto, O., Aguilar-Contreras, A., Peña-Aguilera, M., Aluja, M., Cetto-Andrade, A., Quiroz-Arroyo, I., Ashworth, L., Astier, M., Ávila, P., Bitrán-Bitrán, D., Camargo, T., Campo, J., Cárdenas-González, B., Casas, A., Díaz-Fleisher, F., Etchevers, J.D., Ghilardi, A., González-Padilla, E., Guevara, A., Lazos, E., López-Sagástegui, C., López-Sagástegui, R., Martínez, J., Masera, O., Mazari, M., Nadal, A., Pérez-Salicrup, D., Pérez-Gil-Salcido, R., Quesada, M., Ramos-Elorduy, J., Robles-González, A., Rodríguez, H., Rull, J., Susan, G., Vergara, C.H., Xolalpa-Molina, S., Zambrano, L., Zarco, A. Capital Natural de México, vol. II: Estado de conservación y tendencias de cambio.

2007. Spatial analysis of residential fuelwood supply and demand patterns in Mexico using the WISDOM approach
Ghilardi, A., Guerrero, G., Masera, O. Biomass and Bioenergy 31 7

2007. Spatial analysis of residential fuelwood supply and demand patterns in Mexico using the WISDOM approach
Ghilardi, A., Guerrero, G., Masera, O. Biomass and Bioenergy 31 7

2007. Mitigación de gases de efecto invernadero mediante el uso de estufas eficientes de leña.
Berrueta, V., Ghilardi, A., Masera, O. Memorias de la IV Reunión Nacional de Bioenergía

2006. WISDOM: A GIS-based supply demand mapping tool for woodfuel management
Masera, O., Ghilardi, A., Drigo, R., Angel Trossero, M. Biomass and Bioenergy 30 7

2006. Woodfuels Asessment and Management: Case Studies and Results from the WISDOM Approach.
Masera, O., Ghilardi, A., Guerrero, G., Drigo, R., Trossero, MA. Memorias de la 30 Semana Nacional de Energía Solar. Asociación Nacional de Energía Solar (ANES).

2006. Los Recursos Bioenergéticos en México
Ghilardi, A., Saldaña, R., Riegelhaupt, E. La Bioenergía en México: Un catalizador del desarrollo sustentable.

2004. Woodfuel Integrated Supply/Demand Overview Mapping: WISDOM.
Ghilardi, A., Guerrero, G., Drigo, R., Trossero, MA. Proceedings of the 2nd World Conference on Biomass for Energy, Industry and Climate Protection.

2003. A multi-scale assessment of woodfuel hot spots: A case of study for Mexico.
Guerrero, G., Ghilardi, A., Masera, O. Proceedings of the First International Seminar on Bioenergy & Sustainable Rural Development.

OPPORTUNITIES

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Technician (programmer)

domain UNAM

email aghilardi@ciga.unam.mx

Requisitos mínimosclose

Ing. en Computación, Ing. en Sistemas o afín, programación en C, C++, Java, Python. Páginas Web en HTML5 usando CSS3. Bases de datos: MySQL, Postgres, Oracle, SQL Server. Experiencia mínima de 5 años programando.

Requisitos deseables

Maestro o Doctor en Ciencias de la computación o afín, Programación orientada a objetos en Java y C++, polimorfismo, métodos, abstracción, herencia. HTML5 con CSS3, JQuery, JQuery UI, Bootstrap, Ajax.

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Technician (designer)

domain UNAM

email aghilardi@ciga.unam.mx

Requisitos mínimosclose

Diseñador gráfico con experiencia en páginas web con especialidad en despliegue de mapas. Amplio dominio de CSS3, páginas responsivas de acuerdo a diferentes tamaños de pantalla en diferentes dispositivos Haber sido responsable de al menos 3 desarrollos web activos donde se desplieguen mapas y puedan ser consultados actualmente.

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PhD. Project

domain UNAM

email aghilardi@ciga.unam.mx

Detailsclose

PhD project offer within UNAM´s Posgrado en Ciencias Biológicas: "Landscape planning tools for sustainable charcoal production in East Africa".

TEACHING

Applied statistics to geography and history studies (Estadística elemental aplicada a la geografía e historia).

Fall course within the GeoHistory program at ENES, UNAM.

Spatial analysis and modeling (Análisis y modelado espacial).

Spring course within the Environmental Sciences program at ENES, UNAM.

Elementary geostatistics (Fundamentos de geoestadística).

Fall course within the Geography postgraduate program at CIGA, UNAM.

Woodenergy analysis and modeling in space and time.

It is a one to three-day training course in learning how to use Mofuss. In 3-day settings, topics and exercises cover some general issues about wood energy scenario building.

MODELS

Visit our Wood-Energy Geospatial Portal for detailed information about these three tools. (Site currently under development).

MoFuSS

MoFuSS is an open-source freeware developed to evaluate potential impacts of firewood harvest and charcoal production over the landscape. It’s a GIS-based model that simulates the spatio-temporal effect of woodfuel harvesting on the landscape vegetation and that accounts for savings in non-renewable woody biomass from reduced consumption. MoFuSS is being developed and supported by the National Autonomous University of Mexico, in close collaboration with the US Center of the Stockholm Environment Institute and the Global Alliance for Clean Cookstoves.

MoFuSS lead developer: Adrián Ghilardi
WoodFuel Collection Tracker

Woodfuel Collection Tracker was designed to integrate data from Columbus v990 GPS trackers with semi-structured field surveys to quantify the time effort and places visited by peasants in collecting firewood across the landscape. People need to carry the GPS unit wherever they go during their daily activities, for a period determined by the local conditions and research question. Every 3 to 5 days, tracks recorded by Columbus v990 GPS trackers are loaded into a widescreen tablet and display over a google maps satellite image. A concise multiple-choice interview is conducted to recognize what the person wearing the GPS unit was doing at various times and places along the recorded track. Places where people did some work (e.g. collected firewood, graze, work in the crops) are saved as polygons drawn over the screen by the interviewer. Depending on internet connectivity, data is saved into the tablet or send to the cloud to be analyzed remotely in almost real time. Spatial and temporal descriptive statistics regarding tracks and people’s activities are calculated automatically. Please email comments and suggestions to aghilardi@ciga.unam.mx.

WCT lead developer: Roberto Rangel and Adrián Ghilardi
OUTREACH

Clean cooking forum

Adrian Ghilardi at the clean cooking forum 2015.

Ciencia a las 10

La importancia del carbón vegetal. Agosto 2015.

Clean cooking forum

Adrian Ghilardi at the clean cooking forum 2015.