Spatially Explicit Representation of State-and-Transition Models

Abstract The broad-scale assessment of natural resource conditions (e.g., rangeland health, restoration needs) requires knowledge of their spatial distribution. We argue that creating a database that links state-and-transition models (STMs) to spatial units is a valuable management tool for structuring ground-based observations, management planning for landscapes, and for housing information on the responses of land areas to management actions. To address this need, we introduce a multifactor classification system based on ecological sites and STMs that is directly linked to recent concepts of vegetation dynamics in rangelands. We describe how this classification was used as a basis for creating a spatial database and maps of ecological states. We provide an example of how the classification and mapping has been applied in over 1.2 million ha of public rangelands in southern New Mexico using aerial photo interpretation supplemented with existing inventory data and rapid field assessments. The resulting state map has been used by the Bureau of Land Management: 1) to design landscape-level shrub control efforts, 2) to structure and report district-wide rangeland health assessments, and 3) to evaluate locations for energy development. We conclude by discussing options for the development of state maps and their current limitations, including the use of satellite imagery and concepts for defining states. We argue that cataloging ecological states in a spatial context has clear benefits for rangeland managers because it connects STM concepts to specific land areas. State mapping provides a means to generate and store spatially explicit data resulting from tests of the propositions in STMs and conservation practices.

[1]  C. Brodley,et al.  Decision tree classification of land cover from remotely sensed data , 1997 .

[2]  D. Engle,et al.  Should heterogeneity be the basis for conservation? Grassland bird response to fire and grazing. , 2006, Ecological applications : a publication of the Ecological Society of America.

[3]  A. Rango,et al.  Combining Decision Trees with Hierarchical Object-oriented Image Analysis for Mapping Arid Rangelands , 2007 .

[4]  Richard J. Hobbs,et al.  Models for Ecosystem Dynamics as Frameworks for Restoration Ecology , 2009 .

[5]  Tony J. Svejcar,et al.  Managing Complex Problems in Rangeland Ecosystems , 2009 .

[6]  Jeffrey E. Herrick,et al.  Monitoring and Assessment Based on Ecological Sites , 2010 .

[7]  Louis Provencher,et al.  A Method For Landscape-Scale Vegetation Assessment: Application to Great Basin Rangeland Ecosystems , 2007 .

[8]  R. D. Ramsey,et al.  A Protocol for Retrospective Remote Sensing–Based Ecological Monitoring of Rangelands , 2006 .

[9]  Thomas Blaschke,et al.  Object based image analysis for remote sensing , 2010 .

[10]  R. D. Ramsey,et al.  Quantification of the Ecological Resilience of Drylands Using Digital Remote Sensing , 2008 .

[11]  P. Gong,et al.  Object-based Detailed Vegetation Classification with Airborne High Spatial Resolution Remote Sensing Imagery , 2006 .

[12]  Jeb C. Williamson,et al.  Reinterpreting Historical Data for Evidence-Based Shrubland Management , 2011 .

[13]  M. Westoby,et al.  Opportunistic management for rangelands not at equilibrium. , 1989 .

[14]  B. Bestelmeyer,et al.  Ecological Site Development: A Gentle Introduction , 2010 .

[15]  O. Sala,et al.  Directional climate change and potential reversal of desertification in arid and semiarid ecosystems , 2012 .

[16]  Debra P. C. Peters,et al.  Spatiotemporal Patterns of Production Can Be Used to Detect State Change Across an Arid Landscape , 2011, Ecosystems.

[17]  R. Congalton,et al.  Accuracy assessment: a user's perspective , 1986 .

[18]  R. Langford Nabkha (coppice dune) fields of south-central New Mexico, U.S.A. , 2000 .

[19]  Jeffrey E. Herrick,et al.  State-and-Transition Models for Heterogeneous Landscapes: A Strategy for Development and Application , 2009 .

[20]  Vegetation Maps at the Passage of the Taylor Grazing Act (1934): A Baseline to Evaluate Rangeland Change After a Regime Shift , 2011 .

[21]  I. Zonneveld,et al.  The land unit — A fundamental concept in landscape ecology, and its applications , 1989, Landscape Ecology.

[22]  Brandon T. Bestelmeyer,et al.  An Assessment of State-and-Transition Models: Perceptions Following Two Decades of Development and Implementation , 2011 .

[23]  D. Briske,et al.  Vegetation dynamics on rangelands: a critique of the current paradigms , 2003 .

[24]  B. Wintle,et al.  State-and-transition modelling for Adaptive Management of native woodlands , 2011 .

[25]  William,et al.  State and transition modeling : An ecological process approach , 2003 .

[26]  G. Nowacki,et al.  Terrestrial Ecological Unit Inventory technical guide , 2005 .

[27]  Brandon T Bestelmeyer,et al.  Land Management in the American Southwest: A State-and-Transition Approach to Ecosystem Complexity , 2004, Environmental management.

[28]  Raghavan Srinivasan,et al.  Integration of SSURGO maps and soil parameters within a geographic information system and nonpoint source pollution model system , 2004 .

[29]  Tamzen K. Stringham,et al.  Recommendations for Development of Resilience-Based State-and-Transition Models , 2008 .

[30]  Tim R. McVicar,et al.  Assessing landscape health by scaling with remote sensing: when is it not enough? , 2007, Landscape Ecology.