Source: UNIVERSITY OF FLORIDA submitted to
GIS-BASED SPATIAL MODELING APPLIED TO LAND RESOURCE MANAGEMENT
Sponsoring Institution
State Agricultural Experiment Station
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
0195970
Grant No.
(N/A)
Project No.
FLA-SWS-04056
Proposal No.
(N/A)
Multistate No.
(N/A)
Program Code
(N/A)
Project Start Date
Oct 1, 2003
Project End Date
Sep 30, 2008
Grant Year
(N/A)
Project Director
Grunwald, S.
Recipient Organization
UNIVERSITY OF FLORIDA
G022 MCCARTY HALL
GAINESVILLE,FL 32611
Performing Department
SOIL & WATER SCIENCE
Non Technical Summary
Soil-landscapes in Florida are threatened by multi-user stresses leading to the degradation of fragile ecosystems and land and water resources. This CRIS umbrella project will address the issues outlined above.
Animal Health Component
(N/A)
Research Effort Categories
Basic
100%
Applied
(N/A)
Developmental
(N/A)
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
1020110206050%
1120199209040%
1330199209010%
Goals / Objectives
Describe, visualize, and analyze the spatial distribution of soil-landscape patterns utilizing geographic information systems (GIS), spatial modeling, and scientific visualization techniques. Overall goal is to develop a framework for sustainable holistic land resource management providing long-term environmental health and economic profitability.
Project Methods
Use statistical and geo-statistical methods such as stochastic simulation to describe, visualize, and analyze the spatial distribution of soil-landscape patterns.

Progress 10/01/03 to 09/30/08

Outputs
OUTPUTS: This project was terminated 09/30/2008 PARTICIPANTS: Nothing significant to report during this reporting period. TARGET AUDIENCES: Nothing significant to report during this reporting period. PROJECT MODIFICATIONS: Nothing significant to report during this reporting period.

Impacts
This project was terminated 09/30/2008

Publications

  • See final report (2008)


Progress 10/01/06 to 09/30/07

Outputs
OUTPUTS: The major outputs are documented in the publications (compare below). PARTICIPANTS: Remove the ff. from the CRIS project: W. Graham, M. Annable, W. Wise., T. Shatar and T.A. Bishop. Add the ff.: W.G. Harris, D. Sarkhot, W.G. Bruland TARGET AUDIENCES: Research community; scdientists interested in this topic; agencies such as Natural Resource Conservation Service, Water Management Districts or other.

Impacts
Spatial distribution patterns of various critical soil properties were mapped and related to environmental landscape properties in various aquatic and terrestrial ecosystems. The impact caused by exceedence of various threshold levels were documented.

Publications

  • Rivero R.G., S. Grunwald, T.Z. Osborne**, K.R. Reddy and S. Newman. 2007. Characterization of the spatial distribution of soil properties in Water Conservation Area -2A, Everglades, Florida. Soil Sci., 172(2): 149-166.
  • Grunwald S., R.G. Rivero and K.R. Reddy. 2007. Understanding spatial variability and its application to biogeochemistry analysis. In Sarkar D., Datta R. and R. Hannigan (eds.), Concepts and Applications in Environmental Geochemistry, Elsevier, Chapter 20, pp. 435-462 (invited).
  • Grunwald S., D.J. Brown and P. Goovaerts (eds.). 2007. Special Issue Geoderma - Pedometrics. Vol. 140(4): 323-455.
  • Corstanje R., S. Grunwald, and R.M. Lark. 2008. Inferences from fluctuations in the local variogram about the assumption of stationarity in the variance. Geoderma, 143: 123-132.
  • Bruland G.L., T.Z. Osborne, K.R. Reddy, S. Grunwald, S. Newman and W.F. DeBusk. 2007. Recent changes in soil total phosphorus in the Everglades: Water Conservation Area 3. J. of Environ. Monit. Assess, 129: 379-395.
  • Dunne E.J., K.A. McKee, M.W. Clark, S. Grunwald, and K.R. Reddy. 2007. Phosphorus in agricultural ditch soil and potential implications for water quality. J. Soil and Water Cons., 62: 244-252.
  • Grunwald S., K.R. Reddy, J.P. Prenger and M.M. Fisher. 2007. Modeling of the spatial variability of biogeochemical soil properties in a freshwater ecosystem. Ecological Modeling, 210: 521-535.
  • Grunwald S., V. Ramasundaram, G.L. Bruland and D.K. Jesseman. 2007. Expanding distance education in the spatial sciences through virtual learning entities and a virtual GIS computer laboratory. J. of Distance Education Technologies, 5(1): 48-63.
  • Lopez-Zamora I., C.M. Bliss**, E.J. Jokela, N.B. Comerford, S. Grunwald, E. Barnard and G.M. Vasques. 2007. Spatial relationships between nitrogen status and pitch canker disease in slash pine planted adjacent to a poultry operation. Environmental Pollution J., 147: 101-111.
  • Rivero R.G., S. Grunwald, and G.L. Bruland. 2007. Incorporation of spectral data into multivariate geostatistical models to map soil total phosphorus variability in a Florida wetland. Geoderma Special Issue Pedometrics, 140: 428-433.


Progress 10/01/05 to 09/30/06

Outputs
Objectives: Describe, visualize, and analyze the spatial distribution of soil-landscape patterns utilizing geographic information systems (GIS), spatial modeling, and scientific visualization techniques. Overall goal is to develop a framework for sustainable holistic land resource management providing long-term environmental health and economic profitability. Justification: Ninety percent of Florida's population relies on groundwater resources for their drinking water. According to the Florida Department of Environmental Protection (FDEP, 2002) Florida's aquifer system contains more than 2.2 quadrillion (2.2 x 1015) gallons of fresh water. The states water resources are vulnerable to contamination due to large areas covered with well-drained marine-derived quartz sand overlying porous limestone leaching material rapidly. The thickness of sand decreases seaward of topographic inflections from the last Pleistocene shoreline. Sand is very thin or absent in the southern extremes of the region. In contrast, sandy material is thick in the northern part of the region. Leaching in Florida's soils is accelerated by humid climate with high precipitation amounts of annually 1,494 mm in the south (Miami) and 1,323 mm in the north (Lake City) (Fernald and Purdum, 1998). Pathways and lag times from surface water to groundwater are short increasing the risk of soil and water pollution. The subtropical climate boasts unique and fragile natural ecosystems such as mangroves and marshes that are not found elsewhere in North America. Stresses imposed on Florida's land resources include rapid urban development with a current population of 15 million and projected population of 20 million in 2020 (FLORIDA FIRST http://floridafirst.ufl.edu/). An agricultural industry, which is more diverse than that of most other states in our nation, with over 250 crops and livestock commodities such as sugarcane, citrus, vegetables, peanuts, tobacco - beef, poultry, dairy. Forests covering an area of 47% of Florida composed of lowland and upland hardwood stands, oak-pine, natural pine, and pine plantations representing a 7 billion $ industry. Recreation and ecotourism with about 45 million visitations every year. The multifunctional character imposed on land resources combining economic, ecological, and socio-cultural human activities in the same land area causes imbalances resulting in degradation of natural ecosystems. As a matter of fact, Florida is ranked first among all states in ecosystem risk with 9 endangered ecosystems. In short, soil-landscapes in Florida are threatened by multi-user stresses leading to the degradation of fragile natural ecosystems and land and water resources. This CRIS umbrella project integrates emerging geographic information technologies, geostatistical methods, and scaling techniques to address these issues. Overall goal is to develop a framework for sustainable holistic land resource management that preserves and improves soil and water quality. Impolementation: In the Santa Fe River Watershed various soil properties were mapped to assess soil and water quality. Project results can be found at: http://grunwald.ifas.ufl.edu/Projects/projects.htm

Impacts
This project have had major impact with striking results on soil and water quality resulting in multiple publications and presentations.

Publications

  • Publications. 2006. A list of publications relevant for this project can be found at: http://grunwald.ifas.ufl.edu/Publications/publications.htm


Progress 10/01/04 to 09/30/05

Outputs
Water resources are vital to the increasing population in Florida, to preserve natural ecosystems such as the Greater Everglades, and serve the agricultural industry. Ninety percent of Florida's population relies on groundwater resources for their drinking water. Multiple stresses are imposed on water resources including growth of urban areas, non-point source pollution, recreation, ecotourism, and others. The multifunctional character imposed on land resources combining economic, ecological, and socio-cultural human activities in the same land area causes imbalances resulting in the degradation of natural ecosystems. Florida is ranked first among all states in ecosystem risk with nine endangered ecosystems. In short, soil-landscapes in Florida are threatened by multi-user stresses leading to the degradation of fragile natural ecosystems and land and water resources. Specific objectives are to: (1) Investigate the impact of multi-user stresses on aquatic and terrestrial ecosystems (2) Analyze the spatial distribution, spatial variability and interrelationships of environmental factors to gain a better understanding of natural and human-impacted ecosystems (3) Assess soil and environmental quality in a spatially-explicit context Methods: (1) The application of statistical and geostatistical methods for quantitative soil-landscape analysis, with the purpose of analyzing the spatial distribution, variability, and behavior of soil properties (pedometrics) (2) Development of quantitative spatially-explicit models to assess environmental quality (environmetrics) (3) Geographic information system and remote sensing applications to assess the impact of land use management on soil and water quality

Impacts
(1) Gain better understanding of soil landscape relationships (2) Improve soil and water quality (3) Develop recommendatation to optimize land resource management

Publications

  • (1) Grunwald S. (ed.), 2005. Environmental Soil-Landscape Modeling. Geographic Information Technologies and Pedometrics. p. 488. CRC Press, New York. (2) Grunwald S., R.G. Rivero and K.R. Reddy. 2005. Understanding variability and its application to biogeochemistry analysis. In Sarkar D., Datta R. and R. Hannigan (eds.), Current Perspectives in Environmental Geochemistry, Geological Society of America (GSA) (invited; in press). (3) Grunwald S., V. Ramasundaram, N.B. Comerford and C.M. Bliss. 2005. Are current scientific visualization and virtual reality techniques capable to represent real soil-landscapes? In Lagacherie P., A.B. McBratney and M. Voltz (eds.), Digital Soil Mapping, Elsevier, Berlin (in press). (4) Grunwald S. 2005.What do we really know about the space-time continuum of soil-landscapes, pp. 3-36. In Grunwald S. (ed.), Environmental Soil-Landscape Modeling. Geographic Information Technologies and Pedometrics. CRC Press, New York. (5) Grunwald S. and S. Lamsal. 2005. Emerging geograph