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• 1. [Article] Mapping Meaningful Places on Washington’s Olympic Peninsula: Toward a Deeper Understanding of Landscape Values

  Landscape values mapping has been widely employed as a form of public participation GIS (PPGIS) in natural resource planning and decision-making to capture the complex array of values, uses, and interactions ...

  Citation × Citation Citation Abstract Copy Title: Mapping Meaningful Places on Washington’s Olympic Peninsula: Toward a Deeper Understanding of Landscape Values Author: Cerveny, Lee, Biedenweg, Kelly, McLain, Rebecca J. Year: 2017 Landscape values mapping has been widely employed as a form of public participation GIS (PPGIS) in natural resource planning and decision-making to capture the complex array of values, uses, and interactions between people and landscapes. A landscape values typology has been commonly employed in the mapping of social and environmental values in a variety of management settings and scales. We explore how people attribute meanings and assign values to special places on the Olympic Peninsula (Washington, USA) using both a landscape values typology and qualitative responses about residents’ placerelationships. Using geographically referenced social values data collected in community meetings (n = 169), we identify high-frequency landscape values and examine how well the landscape values are reflected in open-ended descriptions of place-relations. We also explore the various interpretations of 14 landscape values used in the study. In particular, we investigate any overlapping meanings or blurriness among landscape values and reveal potentially emergent landscape values from the qualitative data. The results provide insights on the use of landscape values mapping typologies for practitioners and researchers engaged in the mapping of social values for PPGIS. Title: Mapping Meaningful Places on Washington’s Olympic Peninsula: Toward a Deeper Understanding of Landscape Values Author: Cerveny, Lee, Biedenweg, Kelly, McLain, Rebecca J. Year: 2017 Landscape values mapping has been widely employed as a form of public participation GIS (PPGIS) in natural resource planning and decision-making to capture the complex array of values, uses, and interactions between people and landscapes. A landscape values typology has been commonly employed in the mapping of social and environmental values in a variety of management settings and scales. We explore how people attribute meanings and assign values to special places on the Olympic Peninsula (Washington, USA) using both a landscape values typology and qualitative responses about residents’ placerelationships. Using geographically referenced social values data collected in community meetings (n = 169), we identify high-frequency landscape values and examine how well the landscape values are reflected in open-ended descriptions of place-relations. We also explore the various interpretations of 14 landscape values used in the study. In particular, we investigate any overlapping meanings or blurriness among landscape values and reveal potentially emergent landscape values from the qualitative data. The results provide insights on the use of landscape values mapping typologies for practitioners and researchers engaged in the mapping of social values for PPGIS. Close

• 2. [Article] Strengthening the Resiliency of Dryland Forest-Based Livelihoods in Ethiopia and South Sudan: A Review of Literature on the Interaction Between Dryland Forests, Livelihoods and Forest Governance

  Dry forests account for nearly half of the world’s tropical and subtropical forests and provide a multitude of ecological services. They contribute to hydrological cycles and livestock and wildlife provisioning; ...

  Citation × Citation Citation Abstract Copy Title: Strengthening the Resiliency of Dryland Forest-Based Livelihoods in Ethiopia and South Sudan: A Review of Literature on the Interaction Between Dryland Forests, Livelihoods and Forest Governance Author: Lawry, Steven, McLain, Rebecca J., Kassa, Habtemariam Year: 2015 Dry forests account for nearly half of the world’s tropical and subtropical forests and provide a multitude of ecological services. They contribute to hydrological cycles and livestock and wildlife provisioning; and host pollinators and wild plants. They are also important ecological zones for dryland agriculture and pastoral livelihood strategies that support hundreds of millions of people around the world. Dry forests cover large areas and their biomass stores carbon and helps mitigate climate change. Dry forests are particularly important to people in Africa. They provide wood for construction and energy, contribute to local diets with wild fruits, vegetables, nuts, edible insects and bushmeat. Wild, edible plants provide essential nutrients, particularly during times of food scarcity. Yet dry forests are subject to high rates of deforestation and degradation driven mainly by agricultural expansion and growing energy demands. Other challenges include limited information on dry forests (their inventories, changes over time, major drivers of deforestation and recovery, etc.), their biophysical aspects and ecosystem services and the potential roles they could play in increasing the sustainability of crop and livestock farming. Governments, development partners and communities are looking for options to better manage these resources at the landscape level. Dry forests are complex ecosystems that are not fully understood. Scientific knowledge to better manage dry forests and sustain the livelihoods of people that depend on these ecosystems remains scanty as research to inform policy and practice is still very limited. The knowledge gap is even more pronounced in northeastern Africa, notably Ethiopia and South Sudan where these forest types are important in terms of areas coverage and in supporting rural livelihoods. Ethiopia and South Sudan share histories of political unrest and conflict that have contributed to famines; large-scale land acquisition for investment and agricultural expansion by smallholders are resulting in major and rapid land-use changes in their dry forested areas. Ethiopia’s two decades of peace and stability and its experience in managing its natural resources could inform post-conflict intervention measures in South Sudan. This study was conducted as an effort to help fill the knowledge gap in dry forest-based livelihoods through a critical review of the available literature. It used publications from CIFOR’s work on dry forests and product marketing in Ethiopia and from other sources, including gray literature. The study assessed the socio-ecological context, including relevant laws and strategies, with an emphasis on the biophysical characteristics of the dryland forests of Ethiopia and South Sudan and the major causes of deforestation and forest degradation. Using livelihood systems as an analytical framework, it examined (i) major livelihood strategies; (ii) the contribution of dry forests to livelihoods; (iii) forest product markets and value chains; and (iv) forest and land governance with an emphasis on the relationship between political, economic and resource management policies and the level of degradation of dry forests and their contributions to the livelihoods of forest-dependent communities in Ethiopia and South Sudan. It also identified major threats to dry, forest-based livelihoods and key issues for policy, research and practice that need to be addressed to maintain the multifunctionality of dryland forests while also ensuring the well-being of communities dependent on these landscapes. Title: Strengthening the Resiliency of Dryland Forest-Based Livelihoods in Ethiopia and South Sudan: A Review of Literature on the Interaction Between Dryland Forests, Livelihoods and Forest Governance Author: Lawry, Steven, McLain, Rebecca J., Kassa, Habtemariam Year: 2015 Dry forests account for nearly half of the world’s tropical and subtropical forests and provide a multitude of ecological services. They contribute to hydrological cycles and livestock and wildlife provisioning; and host pollinators and wild plants. They are also important ecological zones for dryland agriculture and pastoral livelihood strategies that support hundreds of millions of people around the world. Dry forests cover large areas and their biomass stores carbon and helps mitigate climate change. Dry forests are particularly important to people in Africa. They provide wood for construction and energy, contribute to local diets with wild fruits, vegetables, nuts, edible insects and bushmeat. Wild, edible plants provide essential nutrients, particularly during times of food scarcity. Yet dry forests are subject to high rates of deforestation and degradation driven mainly by agricultural expansion and growing energy demands. Other challenges include limited information on dry forests (their inventories, changes over time, major drivers of deforestation and recovery, etc.), their biophysical aspects and ecosystem services and the potential roles they could play in increasing the sustainability of crop and livestock farming. Governments, development partners and communities are looking for options to better manage these resources at the landscape level. Dry forests are complex ecosystems that are not fully understood. Scientific knowledge to better manage dry forests and sustain the livelihoods of people that depend on these ecosystems remains scanty as research to inform policy and practice is still very limited. The knowledge gap is even more pronounced in northeastern Africa, notably Ethiopia and South Sudan where these forest types are important in terms of areas coverage and in supporting rural livelihoods. Ethiopia and South Sudan share histories of political unrest and conflict that have contributed to famines; large-scale land acquisition for investment and agricultural expansion by smallholders are resulting in major and rapid land-use changes in their dry forested areas. Ethiopia’s two decades of peace and stability and its experience in managing its natural resources could inform post-conflict intervention measures in South Sudan. This study was conducted as an effort to help fill the knowledge gap in dry forest-based livelihoods through a critical review of the available literature. It used publications from CIFOR’s work on dry forests and product marketing in Ethiopia and from other sources, including gray literature. The study assessed the socio-ecological context, including relevant laws and strategies, with an emphasis on the biophysical characteristics of the dryland forests of Ethiopia and South Sudan and the major causes of deforestation and forest degradation. Using livelihood systems as an analytical framework, it examined (i) major livelihood strategies; (ii) the contribution of dry forests to livelihoods; (iii) forest product markets and value chains; and (iv) forest and land governance with an emphasis on the relationship between political, economic and resource management policies and the level of degradation of dry forests and their contributions to the livelihoods of forest-dependent communities in Ethiopia and South Sudan. It also identified major threats to dry, forest-based livelihoods and key issues for policy, research and practice that need to be addressed to maintain the multifunctionality of dryland forests while also ensuring the well-being of communities dependent on these landscapes. Close

• 3. [Article] Tree Cover Mapping for Assessing Greater Sage-Grouse Habitat in Eastern Oregon

  We used a predictive model to map canopy cover of vegetation over seven feet in height ("tall woody vegetation") at 30-meter resolution over nearly 29 million acres within and adjacent to the range of ...

  Citation × Citation Citation Abstract Copy Title: Tree Cover Mapping for Assessing Greater Sage-Grouse Habitat in Eastern Oregon Author: Nielsen, Eric M., Noone, Matthew D. Year: 2014 We used a predictive model to map canopy cover of vegetation over seven feet in height ("tall woody vegetation") at 30-meter resolution over nearly 29 million acres within and adjacent to the range of the greater sage-grouse in Oregon (Figure 1). Texture measures computed at various resolutions from color-infrared aerial photography provided the main source of predictor data used to produce the map. Canopy cover was treated as a categorical variable using six cover classes: absent (cover class C0), present at less than 4% (C1), 4 – 10% (C2), 10 – 20% (C3), 20 – 50% (C4), and 50% and over (C5). The map is referenced to conditions in the years 2011 and 2012. Although the specific target of the mapping was western juniper (Juniperus occidentalis), our reference data did not permit separating juniper from other tall woody vegetation during the predictive modeling process. The majority of the tall woody vegetation within the project area is western juniper. However, in high elevation regions, riparian, wetland, and residential areas, other vegetation is occasionally represented. The methodology discussed here produces raw modeled data. It is recommended that prior to use in most applications this raw tree cover product be additionally filtered or masked to eliminate false detections which often occur adjacent to agricultural areas and roads. For species-specific applications, an additional modeling phase is necessary to either eliminate tree cover detections likely to be species other than the target, or to model species importance values associated with each tree occurrence. Title: Tree Cover Mapping for Assessing Greater Sage-Grouse Habitat in Eastern Oregon Author: Nielsen, Eric M., Noone, Matthew D. Year: 2014 We used a predictive model to map canopy cover of vegetation over seven feet in height ("tall woody vegetation") at 30-meter resolution over nearly 29 million acres within and adjacent to the range of the greater sage-grouse in Oregon (Figure 1). Texture measures computed at various resolutions from color-infrared aerial photography provided the main source of predictor data used to produce the map. Canopy cover was treated as a categorical variable using six cover classes: absent (cover class C0), present at less than 4% (C1), 4 – 10% (C2), 10 – 20% (C3), 20 – 50% (C4), and 50% and over (C5). The map is referenced to conditions in the years 2011 and 2012. Although the specific target of the mapping was western juniper (Juniperus occidentalis), our reference data did not permit separating juniper from other tall woody vegetation during the predictive modeling process. The majority of the tall woody vegetation within the project area is western juniper. However, in high elevation regions, riparian, wetland, and residential areas, other vegetation is occasionally represented. The methodology discussed here produces raw modeled data. It is recommended that prior to use in most applications this raw tree cover product be additionally filtered or masked to eliminate false detections which often occur adjacent to agricultural areas and roads. For species-specific applications, an additional modeling phase is necessary to either eliminate tree cover detections likely to be species other than the target, or to model species importance values associated with each tree occurrence. Close