Module 12 Flashcards
lumped models
describe the catchment as a single entity,
assuming that rainfall falls evenly
throughout the catchment, the
hydrological parameters are uniform
everywhere, and the rainfall runoff
processes are linear
▪ they lump the inherent spatial variability
of environmental variables into catchment
average characteristics
distributed models
distributed models – incorporate a variety of spatially varying data from a proliferating set of spatial databases on land use, land cover and soil characteristics, and high-resolution precipitation, temperature, and other environmental variables ▪ they facilitate simulations and predictions with higher resolution than lumped models, but also improve hydrological predictions by using spatially distributed parameters of physical relevance
catchment properties are determined by (5)
size, shape, topography, soils, and vegetation
SWAT
SWAT (Soil and Water Assessment Tool) to simulate the quality and quantity of surface and groundwater, and predict the impact of land management practices and climate change on water, sediment, and agricultural
chemical yields in complex catchments with varying soils, land use, and management over long periods
▪ GIS can play 3 roles: IN LANDS USE
There are also 3 basic types of analyses
- maintaining and managing general purpose data
- generating specific-purpose information from such data
- using such information in land use decision-making contexts
1▪ site selection: identifying the best or optimal
site or sites for a particular land use activity
among a set of feasible sites
2▪ land evaluation: assess the fitness of suitability
of a given tract of land for a defined use
3▪ land allocation: a comprehensive assessment of
potentials and feasibility of land resources,
seeking to provide a compromise solution that
attempts to maximize suitability of lands for
multiple objectives
4 important critera of land use analysis
▪ planning criteria: planning regulation, visual intrusion, noise and safety
▪ physical criteria: construction accessibility and foundation strength
▪ ecological criteria: wildlife habitat, hydrology and impacts on birds
▪ economic criteria: wind resources, road access and land clearing costs, and grid
connection costs
spatial unit map
▪ the spatial unit map excludes the restricted areas by applying the land use constraints;
each spatial unit represents an alternative area for sugarcane production and contains the
score values for all the allocation criteria
‘residual kriging’
, a process by which regression residuals are incorporated into the procedure to improve overall accuracy – not a typical GIS feature but can be applied by: 1. represent the point observations in a feature class 2. represent independent variables in individual raster layers 3. conduct a multiple regression analysis by combining the point observations with the independent variable rasters 4. calculate the residuals at each observation point by subtracting the observed value from the estimated value by regression at the point 5. implement ordinary kriging to interpolate the residuals and creating the residual raster 6. implement the regression model created in 3 by combining all the independent variable rasters via map algebra to produce the regression raster 7. add the residual raster and the regression raster to produce the final map representing the final estimates of the dependent variable
moving-window
approach
, using focal functions available in many GIS versions to estimate annual mean NO2 concentration by computing a measure of the emissions intensity at the focal cell as the distanceweighted sum of emissions in surrounding cells in the specified neighbourhood