Friday, March 11, 2011

Final Project

Is Sacramento in Danger of a Catastrophic Flood?
By Eric Huston
03/15/2011
Intermediate GIS Final Project UCLA

Abstract: Sacramento is located at the confluence of the Sacramento and American rivers. About 215 square miles of Sacramento County are located on the 100 year old floodplain of the Sacramento river. The area is used to flooding but what would happen if Folsom Lake Dam happened to fail? Using ArcGIS, we can calculate an assessment of what would happen to Sacramento and the surrounding areas if this were to ever happen.

Introduction:
The Capitol of California, Sacramento is located at the confluence of the Sacramento River and the American River. Located at roughly 38 degrees North and 121 degrees West, Sacramento is situated in the northern portion of the Sacramento- San Joaquin Central Valley. Built on a floodplain, the city is used to its fair share of regularly seasonal floods from its two main rivers. The Sacramento River flows North to South from the Klamath Mountains to Suisun Bay, an arm of the San Francisco Bay (1). It is the largest river in California and has been known to flood. There are historical accounts of flooding dating back to the 1800's. While the Sacramento River does not pose such a threat unless a ferocious storm is behind it, the American River does unfortunately.

The American River flows East to West from the Sierra Nevada mountain range into the Sacramento River. The river is divided into several forks and is dammed in two locations relatively close to each other. The Folsom and Natomas dam, located roughly 20 miles or more from downtown Sacramento are used to regulate the flow of the river (2). However, the majority of the water is stored at Folsom Lake which is about 26 miles East of Sacramento. The dam has been used as a major roadway leading into the city of Folsom but all of that changed after 9/11. After the 9/11 terrorists attacks, the Bureau of Reclamation's Safety of Dams Program closed down the road that went across the dam and raised security as it was proposed as a terrorist's target. The road on the dam has not been reopened and since it was a main road that went into the city of Folsom, it was decided to build a separate bridge instead named Folsom Lake Crossing.

Methods: Using ArcGIS, I created two maps to show potential flood hazards in Sacramento. The first map shows the general terrain features of the region. While the main purpose is to assess flood damage, it is very important to understand the geographical terrain in a region to see why and how flooding will occur in a region.

This map was created using a Digital Elevation Model (DEM). The DEM was obtained from the USGS Seamless server by selecting Sacramento, Placer, and El Dorado Counties to get a full picture of Folsom Lake and Sacramento. By using ArcGIS, several unique spatial analysis tools were performed to create the map.
After downloading the DEM, I uploaded that data into ArcGIS and gave the the data a unique color ramp to make the terrain more identifiable. Next, slope was calculated but had to be reclassified due to ArcGIS creating too many values. After the slope had been reclassified, I created a Hillshade of the terrain to give the terrain some depth. Lastly, I did a raster calculation of the Hillshade and Slope to show which areas of the terrain would be the most susceptible to flooding. Sacramento is in a valley meaning the terrain is fairly flat which makes it even more susceptible to flooding. Furthermore, since the American River flows East to West, this means the Water is flowing from an elevation much higher than Sacramento giving it more speed as it flows down into the Sacramento river.


Using various forms of data from the UCLA GIS Database and Tiger, I obtained shapefiles of the Sacramento and American rivers, a layer of streets in Sacramento, and state and county shapefiles to help viewers locate the region. Next, I had to delete several lakes, ponds, and little streams in the water shapefile so a buffer would only go around the rivers. However, I noticed that the Sacramento River was all one feature and I knew that the portion of the river above the confluence would not flood since water can not flow against another current. Furthermore, Folsom Lake itself was posing as a problem because buffers kept being created around the lake. The lake itself cannot flood if it is losing water so I had to delete that too. Once I edited the data for my preference, I created a multiple layer buffer of half a mile, one mile, and two miles around the American River and the portion of the Sacramento River that flows south from where the rivers converge. Lastly, I selected all the streets that were inside the buffers to show that these streets would be severely at risk given these buffers.

Results:
From the Physical Terrain Map-
After creating the two maps we see there is a clear relationship between areas with a very small slope (flatland) and flooding. Areas of land that have a very low slope and display a small hillshade are far more susceptible to flooding than areas with steep slopes and high hillshades. These areas of land are also far more vulnerable to soil erosion which can cause flooding to be even greater.

From the Flood Hazard Map-
A majority of Sacramento would be in serious danger of a devastating flood. Almost the entire downtown region of Sacramento would be flooded. Most of the major streets would be closed or have flood damage to them. An entire neighborhood, known as "The Pocket" which lies about two to three miles south of downtown Sacramento would be severely flooded as it is very close to the Sacramento River. Lastly, almost all the neighborhoods that border the entire extent of the American river would be greatly in danger. An evacuation plan could be implemented but I fear this would be very improbable due to how fast the water would reach Sacramento. There would not be enough time for people to evacuate.


Conclusion:
From my analysis of the Sacramento region, I have concluded and confirmed with other studies that Sacramento probably has the highest flood potential in the entire U.S. If Folsom Dam were to fail or be destroyed, a vast amount of water would rush down the American river and take out almost anything in its path. The majority of downtown Sacramento would have severe flood damage and several communities that are located along the river would probably be engulfed by the river. Even homes that are situated high on the levees would not be completely safe. They might be protected from the rushing water but they would be in greater risk due to massive soil erosion caused by so much water traveling at such high speeds. The best preventive measures for Sacramento are to keep maintaining the levees on its river banks and to keep up security on the Folsom Dam. During the catastrophe, evacuation routes and/or procedures should be implemented however an evacuation route seems implausible because the water would reach downtown Sacramento in about 30 minutes or less. I would suggests that maybe two or more of Sacramento's skyscrapers be designated as an evacuation building to reach a safe height from the flood. Sacramento is in a good location for a city but it may not have been a good idea to have built Folsom Dam so close to such a large city. Studies such as this one can be applied to other regions of the world such as China's three gorges dam therefore flood hazards are essentially a con associated with dams, especially when they are located only 25 miles or more away from a heavily urbanized area such as Sacramento.

References:
"Sacramento River Picture, Facts & History – Sacramento, CA." Famous Wonders of the World: Best Places to Visit, See Travel Pictures. Web. 15 Mar. 2011. .

"Sacramento Flood History." SAFCA :: Sacramento Regional Flood Control Agency. Web. 15 Mar. 2011. .





Wednesday, March 2, 2011

Lab 7 Interpolation

Normal and season total rainfall levels were gathered from 50 precipitation stations scattered across southern California. I created an excel sheet to categorize the data into latitude and longitudinal points and manually selected specific water stations.
Using this data, we can see using both IDW and Spline in interpolation that a majority of precipitation occurs in the highlands and mountain regions but the Los Angeles Basin is usually dry and represents drought and arid conditions.
I believe the Spline technique is more useful because it gave more realisitc values for precipitation. IDW didn't give me any negative values but this is unrealistic because it is possible to have negative precipitation when it has not rained for several consecutive years resulting in drought conditions.

Wednesday, February 23, 2011

Lab 6

I created the above map in ArcGIS by using various forms of data that I gathered from online. To create the map I needed the following data layers: a NED file, vegetation cover, and a shapefile of where the fire had spread. I obtained the NED file from the USGS server and this allowed me to calculate the hazard of slope in my map. Next, I downloaded vegetation data from the FRAP website to see what type of vegetation cover was in and around the Station Fire. By having this data and looking at the metadata, I was able to perform a reclassification of the vegetation to see which vegetation with high fuel levels were located. Lastly, I downloaded a file from the LA County Enterprise GIS website which contained several shape files of the perimeter of the fire.

To finalize the map, I merged all the fire shape files into one layer and made it transparent to see where and what vegetation were potential hazards. Next I made another data frame where slope was reclassified in respect that a high slope was a high hazard and a low slope was a low hazard. Lastly, I made a combination map of the two in which I used a raster calculator to map both the hazards of slope and vegetation. From my analysis I can see that a steep slope and highly flammable vegetation were both key factors in the burning of the station fire.

A majority of the project went by smoothly however I did face a couple difficulties. For starters, the tutorial threw me off a little bit and I found it somewhat useless. Next, I had some problems with the reclassification when I changed the values into names of what vegetation there was. I found that creating the hillshade was not necessary and that when you created the slope you had to reclassify it because ArcGIS could not read it due to too many values.

Monday, February 14, 2011

Lab 5

The Sustainability exercise provides us with much useful information for projects such as construction. From the exercise, we can see that many factors are taken into account for something simple such as a landfill. We have to look at issues such as the land cover, streams, drainage, distance to the landfills and elevation.

Using the spatial analysis tool in ArcGIS, we can perform the correct analysis given the project at hand. In this case, for landfills, the spatial analysis tool was used in a variety of ways to see the impact of a landfill.

ArcGIS, if not already being implemented, would be a very good tool for politics surrounding the debate over expanding a landfill in central California. Both politicians, environmentalists, and other groups can all use this data.

ArcGIS serves us many purposes for finding and building new facilities such as a landfill. Without ArcGIS, many problems that could have been prevented would occur during the construction of a facility or afterwards. ArcGIS lets us perform spatial analysis and see much more in depth detail.

From performing this lab exercise to implementing ArcGIS in a real life scenario such as the central valley landfill situation, we can see how helpful this software really is when environmental issues arise.

Wednesday, February 2, 2011

Quiz Midterm Challenge


Recently the LA City Council approved that Medical Marijuana locations need to be 1000 feet away from places where children are present. Places such as schools, parks, and libraries are areas where children are most present. I am in favor of this proposal because marijuana does give off a potent aroma and if the locations are near schools this will make it easier for children to obtain marijuana. However, parks are public places and they are open environments. I would think the LA City Council should see that there is a smoking zone such as in place for cigarettes. Lastly, using GIS to produce the map above. I found out of a sample of ten medical marijuana locations that only about three were in violation of the decision and some were cutting it quite close but the overall majority of medical marijuana locations in LA seem to be far away from parks, schools, and libraries.

Monday, January 24, 2011

Lab Week3



Geocoding is a useful tool that helps anybody find what they are looking for. Most addresses have been geocoded for people to find as a reference. These addresses have been stored on the internet and can be easily found using a simple search such as Google search.

Geocoding gives people a visual representation of what they are looking for on a map. As in this instance, any patient in the LA County area with a medical marijuana card can see where the nearest dispensary is located in respect to their location in the county.

Geocoding also comes in very handy for strangers to a new area. For instance, if I was a patient looking for the nearest dispensary, I could pull out my phone and search for it and the nearest address would load up and tell me how to get there. Most people possess a smartphone and can look up a location for what they are searching for which makes geocoding a necessity for businesses and customers alike.