1) The State of Iowa contains 99 counties.
2) In Georgia, Fulton County contains the largest number of people.
3) There are 42 cities with populations of 10,000 to 49,000 in the State of Washington.
4) The sum of the lengths of all the interstate freeways in Los Angeles County is 4,105.56 miles.
6) There are 1,339,474 acres of urban area in Los Angeles County.
7) 522 zip codes have their centroid in Los Angeles County.
9) The Kitigan Zibi Indian Reserve and Akwesasne Indian Reserve 15 are within 75 miles of Thurso.
Michael Cristescu's Geography 206 Blog
Friday, November 12, 2010
Friday, November 5, 2010
Introduction to Spatial Analysis
1) Spatial scope is the extent or area of the input data used in determining the values at output locations. Spatial operations are local, neighborhood, or global.
2) The two types of query algebra are set algebra (such as =, <, or >) and boolean algebra (such as AND, OR, or NOT).
3) Two types of spatial selection operations are adjacency and containment operations.
4) Within the Lab9aData geodatabase, there is the LosAngeles feature dataset.
5) Within the Los Angeles feature dataset, there are three feature classes: PtDumeQuad, Vegetation, and Wetlands. There is also one stand-alone feature class, Wetlands_Project, which is outside the LosAngeles feature dataset but within the Lab9aData geodatabase.
6) There are 10,846 features in the Vegetation feature class.
7) After running the dissolve operation, there are 9 features in the new VegCov feature class.
8) After running the clip operation, there are 8 features in the new VegCov_Clip feature class.
9) 404 wetland features have their centroid in the Point Dume Quad.
10) There are 123 riverine features.
2) The two types of query algebra are set algebra (such as =, <, or >) and boolean algebra (such as AND, OR, or NOT).
3) Two types of spatial selection operations are adjacency and containment operations.
4) Within the Lab9aData geodatabase, there is the LosAngeles feature dataset.
5) Within the Los Angeles feature dataset, there are three feature classes: PtDumeQuad, Vegetation, and Wetlands. There is also one stand-alone feature class, Wetlands_Project, which is outside the LosAngeles feature dataset but within the Lab9aData geodatabase.
6) There are 10,846 features in the Vegetation feature class.
7) After running the dissolve operation, there are 9 features in the new VegCov feature class.
8) After running the clip operation, there are 8 features in the new VegCov_Clip feature class.
9) 404 wetland features have their centroid in the Point Dume Quad.
10) There are 123 riverine features.
Tuesday, October 26, 2010
Database Management & Queries
1) A database management system is a specialized computer program for organizing and manipulating data. It typically supports complex structures to provide security, stability, and mulitple users.
2) A one-to-one relationship is where one attribute in one table corresponds to the same attribute in another table. A many-to-one relationship is where many attributes in one table correspond to one attribute in another table.
3) The benefits of relational databases include easy database querying and easy combination of data in separate tables.
4a) In the Landuse feature class, the LAND_USE field contains attributes, specifically a land use attribute for each feature/object on the map.
4b) In the LanduseInfo.dbf table, the LAND_USE field simply contains data (text) independent of the map.
5a) The appended fields are OBJECTID_1, LAND_USE, LU_DESCRIP, LU_GENERAL, LU_TYPE, SqMiles, Acres, Shape_Leng, and Shape_Area.
5e) There are 92,238 acres of open lands.
2) A one-to-one relationship is where one attribute in one table corresponds to the same attribute in another table. A many-to-one relationship is where many attributes in one table correspond to one attribute in another table.
3) The benefits of relational databases include easy database querying and easy combination of data in separate tables.
4a) In the Landuse feature class, the LAND_USE field contains attributes, specifically a land use attribute for each feature/object on the map.
4b) In the LanduseInfo.dbf table, the LAND_USE field simply contains data (text) independent of the map.
5a) The appended fields are OBJECTID_1, LAND_USE, LU_DESCRIP, LU_GENERAL, LU_TYPE, SqMiles, Acres, Shape_Leng, and Shape_Area.
5e) There are 92,238 acres of open lands.
Monday, October 11, 2010
Map Design & Text
1) The information used from dynamic labels comes from the layer attribute table.
2) Create a layer of selected features and label the new layer.
3) It is impossible to adjust the position of dynamic labels. To do so, dynamic labels must become annotations.
4) To adjust graphics, select the Select Elements Tool.
5) The two types of annotations are database annotations and map annotations.
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1) It is possible to create ArcMap templates.
2) It is possible to save a template (.mxt) map as an .mxd file.
3) To access a map template, either start ArcMap with a template, or open a template while already in ArcMap.
4) Add and display the data, and then open the symbology tab of the layer properties to set the default display options.
5) It is possible to change the color of a graphic circle by changing the properties in the symbol selector, or by changing the properties under the symbology tab of the layer properties.
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1) Always adjust the paper and page orientation and size before setting up a map layout.
2) The data view has a different scale from the layout view, because the data view displays only the active data frame, while the layout view displays all data frames on a page as if ready for printing.
3) The three customization options for scale bars are the division value, number of divisions, and number of subdivisions.
4) It is important to use the 1:1 (Zoom to 100%) button because it displays the map in its actual size in layout view.
5) A graphic added to data view stays fixed in its original data frame, while a graphic added to layout view is on top of and independent of all the data frames, and does not display in data view.
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1) A choropleth map is a type of map where shaded polygons display classified numerical data.
2) Layer (.lyr) files reference a data source that resides in another location, are easy to symbolize and label, and can exist outside of a map.
3) A layer package (.lpk) file is a layer file along with a copy of its referenced data, as well as an XML file briefly describing the layer. Layer packages make it easy to display and share the layer and its data when working in another map, without the extra step of importing the required shapefiles.
4) The population of the City of Long Beach for the year 2000 is 461,522.
5) The population of the City of Los Angeles for the year 2000 is 3,694,820.
6) A document hyperlink is a link to a document. A uniform resource locator (URL) hyperlink is a link to a web page. A macro hyperlink is a link to a macro.
2) Create a layer of selected features and label the new layer.
3) It is impossible to adjust the position of dynamic labels. To do so, dynamic labels must become annotations.
4) To adjust graphics, select the Select Elements Tool.
5) The two types of annotations are database annotations and map annotations.
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1) It is possible to create ArcMap templates.
2) It is possible to save a template (.mxt) map as an .mxd file.
3) To access a map template, either start ArcMap with a template, or open a template while already in ArcMap.
4) Add and display the data, and then open the symbology tab of the layer properties to set the default display options.
5) It is possible to change the color of a graphic circle by changing the properties in the symbol selector, or by changing the properties under the symbology tab of the layer properties.
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1) Always adjust the paper and page orientation and size before setting up a map layout.
2) The data view has a different scale from the layout view, because the data view displays only the active data frame, while the layout view displays all data frames on a page as if ready for printing.
3) The three customization options for scale bars are the division value, number of divisions, and number of subdivisions.
4) It is important to use the 1:1 (Zoom to 100%) button because it displays the map in its actual size in layout view.
5) A graphic added to data view stays fixed in its original data frame, while a graphic added to layout view is on top of and independent of all the data frames, and does not display in data view.
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1) A choropleth map is a type of map where shaded polygons display classified numerical data.
2) Layer (.lyr) files reference a data source that resides in another location, are easy to symbolize and label, and can exist outside of a map.
3) A layer package (.lpk) file is a layer file along with a copy of its referenced data, as well as an XML file briefly describing the layer. Layer packages make it easy to display and share the layer and its data when working in another map, without the extra step of importing the required shapefiles.
4) The population of the City of Long Beach for the year 2000 is 461,522.
5) The population of the City of Los Angeles for the year 2000 is 3,694,820.
6) A document hyperlink is a link to a document. A uniform resource locator (URL) hyperlink is a link to a web page. A macro hyperlink is a link to a macro.
Tuesday, October 5, 2010
Symbolization and Classification
1) Large-scale maps might have more point and line symbols, while small-scale maps might have more polygon symbols. Generally, as the scale increases, more detailed symbolization is possible.
2) To change a layer symbol's colors, either left-click or right-click the layer symbol in the table of contents to open up a (different) color palette and select a color, or double-click the layer to open up the layer properties, and under the symbology tab, change the color ramp.
3) To open the graduated symbols classification option, double-click the layer to open the layer properties. Next, open the symbology tab, and under the show menu, select quantities. Then select graduated symbols.
4) Other symbology styles include Public Signs, Real Estate, Survey, Transportation, and Utilities.
5) It is possible to permanently save layer symbology for later use by creating a layer file of the symbology.
6) Pyramids improve the raster dataset drawing speed by displaying the raster dataset at coarse resolution when zoomed out and at fine resolution when zoomed in.
7) To change the layer name, simply select the layer, then click the layer name once, and type in the new name.
8) Normalization is dividing one attribute by another in the symbology tab of the layer properties. For example, normalizing population by area will express population density in the range column.
9) The dots on dot density maps are random, so they might not show the actual geographic distribution of density. For example, a population dot density map of Africa would show dots scattered throughout Egypt, when most of Egypt's population density is along the Nile River.
Wednesday, September 29, 2010
Data Sources and Management
1) Digital spatial data is common, inexpensive, and easy to use, but sometimes a digital raster graphic can show more information more neatly.
2) DOQs are digital ortho quadrangles, which are corrected and georeferenced photographic maps. The corrections are to minimize distortion from camera tilt and terrain displacement.
3) The National Wetlands Inventory consists of wetland maps produced by the Fish and Wildlife Service. Topographically Integrated Geographic Encoding and Referencing (TIGER) consists of demographic maps produced by the Census Bureau. Land Use Land Cover (LULC) Data consists of land use/cover maps produced by the US Geological Survey (USGS) from aerial photography, while National Land Cover Data (NLCD) consists of land cover maps produced by the US Geological Service from satellite maps.
4) DEMs (Digital Elevation Models) are elevation data in raster format, created from ground and aerial surveys of original elevation measurements. National Elevation Datasets (NEDs) are seamless rasters created by the USGS from merging the best DEMs.
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2a) The feature datasets are Basemap and Hydrology.
2b) The feature classes in the Hydrology dataset are NHDFlowline, NHDPoint, NHDWaterbody, and Watersheds.
2c) NHDFlowline is a line layer, NHDPoint is a point layer, and NHDWaterbody and Watersheds are polygon layers.
3a) Topoq24.shp is a vector data layer.
3b) Topoq24 is a shapefile.
3c) There is metadata associated with Topoq24.shp
3b) NHDFlowline is a geodatabase.
3c) There is metadata associated with NHDFlowline.
3d) Three keywords used to describe NHDFlowline are Hydrography, Stream/River, and Lake/Pond.
3c) The USGS Earth Science Information Center is the author of NHDFlowline.
4a) There is still metadata associated with the layer.
6b) The Canoga Park USGS_QD_ID is 34118_B5.
7) The DOQQ is black and white.
12a) The lacounty_lu01.shp no longer appears, because its original data source no longer exists.
2) DOQs are digital ortho quadrangles, which are corrected and georeferenced photographic maps. The corrections are to minimize distortion from camera tilt and terrain displacement.
3) The National Wetlands Inventory consists of wetland maps produced by the Fish and Wildlife Service. Topographically Integrated Geographic Encoding and Referencing (TIGER) consists of demographic maps produced by the Census Bureau. Land Use Land Cover (LULC) Data consists of land use/cover maps produced by the US Geological Survey (USGS) from aerial photography, while National Land Cover Data (NLCD) consists of land cover maps produced by the US Geological Service from satellite maps.
4) DEMs (Digital Elevation Models) are elevation data in raster format, created from ground and aerial surveys of original elevation measurements. National Elevation Datasets (NEDs) are seamless rasters created by the USGS from merging the best DEMs.
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2a) The feature datasets are Basemap and Hydrology.
2b) The feature classes in the Hydrology dataset are NHDFlowline, NHDPoint, NHDWaterbody, and Watersheds.
2c) NHDFlowline is a line layer, NHDPoint is a point layer, and NHDWaterbody and Watersheds are polygon layers.
3a) Topoq24.shp is a vector data layer.
3b) Topoq24 is a shapefile.
3c) There is metadata associated with Topoq24.shp
3b) NHDFlowline is a geodatabase.
3c) There is metadata associated with NHDFlowline.
3d) Three keywords used to describe NHDFlowline are Hydrography, Stream/River, and Lake/Pond.
3c) The USGS Earth Science Information Center is the author of NHDFlowline.
4a) There is still metadata associated with the layer.
6b) The Canoga Park USGS_QD_ID is 34118_B5.
7) The DOQQ is black and white.
12a) The lacounty_lu01.shp no longer appears, because its original data source no longer exists.
Sunday, September 26, 2010
Coordinate Systems & Map Projections in ArcGIS
Map Projection Overview
I made six different world maps showing Washington, DC and Baghdad, Iraq, using six different map projections. I chose to use six different cylindrical projections, two of which are conformal, two of which are equal area, and two of which are equal distance. The two conformal map projections are the Mercator and Miller Cylindrical Projections. The two equal area projections are the Equal Area Cylindrical and Behrmann Projections. The two equal distance projections are the Equal Distance Cylindrical and Plate Carree Projections. All six map projections exhibit considerable distortion in various ways.
The Mercator and Miller Cylindrical Projections are conformal map projections because they preserve the correct angles of map objects. It is thus easily possible to draw rhumb lines (lines that cross meridians), greatly helping with sea navigation, the original purpose of the Mercator Projection. The Mercator Projection does have considerable land area distortion, especially with increasing distance from the Equator. For example, Alaska, Canada, Greenland, and Russia appear much larger than they really are, and Antarctica is enormous, because the distance between parallels increases as the distance from the equator increases. The Miller Cylindrical Projection is an attempt to improve the Mercator Projection, by scaling the parallels of latitude by 2/5, and then multiplying them by 5/4 at the Equator to minimize distortion. Thus, the Miller Cylindrical Projection is not truly conformal, because the angles change slightly, but it is descended from the conformal Mercator Projection, and is very similar. Thus, the Miller Cylindrical Projection also exhibits many of the same distortions. The distance between parallels still increases as distance from the equator increases. Alaska, Canada, Greenland, and Russia are still larger than they really are, although not as large as in the Mercator Projection; the Miller Cylindrical Projection also shows more of the northern extremes of Earth. However, Antarctica is truly monstrous; it was already too big in the Mercator Projection, and it looks twice as large in the Miller Cylindrical Projection. For both projections, long range distance distortion is also a problem; Baghdad is essentially the same distance away from Washington, DC on both projections (8,415 miles and 8,413 miles, respectively), when Baghdad is actually 6,208 miles away from Washington, according to travelmath.com (which measures air miles and uses the great circle formula). Thus, there is plenty of distortion on cylindrical conformal projections. Yet the cylindrical equal area projections did not demonstrate to be any better.
The Equal Area Cylindrical and Behrmann Projections are equal area projections because they preserve the actual area of the countries depicted, so the countries remain correct in size. The distance between parallels decreases as distance from the equator increases, so Alaska, Canada, Greenland, Russia, and Antarctica seem compacted against the top and bottom edges of the projections. Still, on both projections, Alaska, Canada, Greenland, and Russia appear to be the correct size, while Antarctica is still too big, though not as big as on the conformal projections. Long range distance distortion is still a problem for both projections; Baghdad is 8,407 miles away from Washington on the Equal Area Cylindrical Projection, and 7,288 miles away on the Behrmann Projection. The Behrmann Projection shows the most improvement in reducing distortion in general.
Finally, the Equal Distance Cylindrical and Plate Carree Projections are equal distance projections because they maintain a consistent distance between all parallels and meridians. Thus, there seems to be less distortion in terms of geographic coordinates, even though there is extensive distortion in other areas. Far northern landmasses are larger than they should be, like with the conformal cylindrical projections, and Antarctica is still very large, like with the conformal and equal area cylindrical projections. Long range distance distortion is significant, like with the conformal projections. For instance, on the Plate Carree Projection, Baghdad is 8,415 miles away from Washington, which is basically the same distance measured on the Mercator, Miller Cylindrical, and Equal Area Cylindrical Projections. Notably, on the Equal Distance Cylindrical Projection, Baghdad is only 4,218 miles away from Washington, or about half the distance measured on the other projections, and well short of the actual 6,208 air miles between Washington and Baghdad. The Equal Distance Cylindrical Projection seems compacted horizontally, or taller and thinner than most maps, because there appears to be a relatively small distance between meridians, and a relatively large distance between parallels. Conversely, the Plate Carree Projection maintains the same distance between parallels as between meridians, so that the latitude-longitude grid consists of squares, rather than rectangles. The result is generally more balance to the shapes of and distances between landforms.
I chose to create six world maps with cylindrical projections because I think their rectangular shapes look nice on rectangular websites and sheets of paper. Yet all the cylindrical projections show distortions in terms of size, shape, and distance, some worse than others. Overall, the Behrmann Projection shows the least distortion of any of the cylindrical projections I examined. Because it is an equal area projection, all the countries and landmasses except for Antarctica have the correct size. Shape is also mostly correct, except for Antarctica, while the northern areas do look somewhat compacted. There is also less long range distance distortion on the Behrmann Projection, compared to all the other cylindrical projections; Baghdad is 7,288 miles away from Washington on the Behrmann world map, and 6,208 miles away on a globe.
2) Earth's imaginary network of intersecting lines of latitude and longitude is the graticule, and is a representation of a coordinate system.
3) Magnetic North is where a compass points, while the North Pole is one of the poles of Earth's axis of rotation.
4) A datum is a three dimensional frame of reference (model of the earth) used to determine surface locations, defining the origin and orientation of latitude and longitude. A datum consists of a specified ellipsoid and a set of surveyed coordinate locations specifying horizontal positions for a horizontal datum or vertical positions for a vertical datum on the surface of the Earth. Cartographers develop datums through surveys and monument points.
5) A map projection is a transformation of coordinate locations from the curved surface of the Earth onto flat maps.
6) A developable surface is a surface without distortion when flattened on a plane.
7) Lines of longitude run north-south on the graticule, converge on the poles, and mark angular distance east and west of the prime meridian.
8) The GRS80 ellipsoid is the best model of the Earth for North America, especially as the foundation for the North American Datum of 1983.
10) Great circle distance is the shortest distance between any two points on the surface of a sphere.
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