Spectral Unmixing Applied to Desert Soils for the - Naval ...
Spectral Unmixing Applied to Desert Soils for the - Naval ... Spectral Unmixing Applied to Desert Soils for the - Naval ...
The soil distribution of the Canyonlands study area is depicted in Figure 13 and includes some information on the parent material as well as the geomorphology of the area. Overall the soil types are consistent with the nature of those of the ASD collection sites in Mono Basin and Mazourka Canyon. Characteristics of all sites include igneous and sedimentary soil origins (Lammers, 1991; Tallyn, 1996) with sandstone, shale, diorite, limestone, and granite being the primary parent materials. Soils of both locations show a history of being influenced by Aeolian, glacial, lake, and river presence with most soils exhibiting well drained characteristics though some units are poorly drained soils (Lammers, 1991; Tallyn, 1996). Both the Utah and California sites are used primarily for rangeland, wildlife habitat, watershed, recreation, along with some cropland use and urbanization (Lammers, 1991; Tallyn, 1996). The area of collection for the Mono Basin and Owens and Death Valley areas consisted of Panum Crater in the vicinity of Mono Lake, and Mazourka Canyon near Independence, Ca. (Figure 14, Inset B). Figure 14, inset C shows the author getting the spectrometer ready for collection at the Panum Crater location. The geology of Mono Basin includes Mono Lake, the remnant of Pleistocene Lake Russell, which has twice the salinity of the ocean (Figure 15, inset A). The most recent volcanic eruption in this area was roughly 300 years ago with highly silicic lava types of dacite and rhyolite; obsidian is also present in the dome (Sharp and Glazner, 1997; Tallyn, 1996). Panum Crater had eruption events between 1325 and 1365 CE and was the youngest vent of the Mono Craters eruptions and exhibited both pyroclastic (explosive) and phreatic (steam) type eruptions (Bursik and Sieh, 1989; Sieh and Bursik, 1986). The ring around the dome of the volcano is the result of a strombolian type of eruption (Sieh and Bursik, 1986; Sharp and Glazner, 1997). Rocks underlying Panum Crater consist of the granitic and metamorphic batholith associated with the Sierra Nevada. On top of this sits a mixture of basaltic to rhyolitic volcanic rocks that are from 3.5 million years to less than 760,000 years of age. Also present are glacial deposits, gravel sediment, and rhyolitic glass and pumice formed domes (Sieh and Bursik, 1986). 28
- Page 1 and 2: NAVAL POSTGRADUATE SCHOOL MONTEREY,
- Page 3 and 4: REPORT DOCUMENTATION PAGE Form Appr
- Page 5 and 6: Approved for public release; distri
- Page 7 and 8: ABSTRACT Desert areas cover approxi
- Page 9 and 10: TABLE OF CONTENTS I. INTRODUCTION..
- Page 11 and 12: LIST OF FIGURES Figure 1. The above
- Page 13 and 14: spectrum by atmospheric effects. Re
- Page 15 and 16: emoved function showing an absorpti
- Page 17 and 18: LIST OF TABLES Table 1. This table
- Page 19 and 20: LIST OF ACRONYMS AND ABBREVIATIONS
- Page 21 and 22: I. INTRODUCTION A study published b
- Page 23 and 24: II. THE PHYSICS BEHIND REMOTE SENSI
- Page 25 and 26: sensitive a given sensor is to diff
- Page 27 and 28: Figure 3. From Green et al. (1998),
- Page 29 and 30: analyzing imagery spectra, it is mo
- Page 31 and 32: After data have been converted to r
- Page 33 and 34: Collins et al. (1997) was able to s
- Page 35 and 36: These purposes include, but are not
- Page 37 and 38: III. DESERT ECOSYSTEM CHARACTERISTI
- Page 39 and 40: sagebrush of Utah, Montana, and the
- Page 41 and 42: in desert regions include argids, o
- Page 43 and 44: 2. Biological Soil Crusts (BSCs) Bi
- Page 45 and 46: 2004), especially in cases where ma
- Page 47: IV. STUDY SITES The focus area of t
- Page 51 and 52: Mazourka Canyon C Panum crater Figu
- Page 53 and 54: A. DATA V. DATA AND METHODS Airborn
- Page 55 and 56: FLAASH, which supports hyperspectra
- Page 57 and 58: A B Figure 17. A illustrates an AVI
- Page 59 and 60: Specimens were sampled during the t
- Page 61 and 62: occurs on a sub-pixel level (Boardm
- Page 63 and 64: and Kruse, 2011; Green et al., 1988
- Page 65 and 66: the situation where mixing freedom
- Page 67 and 68: Figure 23. This figure illustrates
- Page 69 and 70: VI. RESULTS AND ANALYSIS Spectral l
- Page 71 and 72: The absorption feature band depths
- Page 73 and 74: BSC collected spectra show similar
- Page 75 and 76: A B C Figure 27. This figure shows
- Page 77 and 78: Figure 29. This figure shows the US
- Page 79 and 80: 1000 nm are affected by electronic
- Page 81 and 82: B. ASD SPECTROMETER MEASURED ENDMEM
- Page 83 and 84: The false positives were typically
- Page 85 and 86: The target material shows up in var
- Page 87 and 88: ut there were a few that looked pla
- Page 89 and 90: A B C D Figure 35. A shows results
- Page 91 and 92: A B C Figure 36. A and B are the re
- Page 93 and 94: camp road endmembers, respectively.
- Page 95 and 96: VII. DISCUSSION AND CONCLUSIONS A.
- Page 97 and 98: allows for reasonable certainty tha
The soil distribution of <strong>the</strong> Canyonlands study area is depicted in Figure 13 and<br />
includes some in<strong>for</strong>mation on <strong>the</strong> parent material as well as <strong>the</strong> geomorphology of <strong>the</strong><br />
area. Overall <strong>the</strong> soil types are consistent with <strong>the</strong> nature of those of <strong>the</strong> ASD collection<br />
sites in Mono Basin and Mazourka Canyon. Characteristics of all sites include igneous<br />
and sedimentary soil origins (Lammers, 1991; Tallyn, 1996) with sands<strong>to</strong>ne, shale,<br />
diorite, limes<strong>to</strong>ne, and granite being <strong>the</strong> primary parent materials. <strong>Soils</strong> of both locations<br />
show a his<strong>to</strong>ry of being influenced by Aeolian, glacial, lake, and river presence with most<br />
soils exhibiting well drained characteristics though some units are poorly drained soils<br />
(Lammers, 1991; Tallyn, 1996). Both <strong>the</strong> Utah and Cali<strong>for</strong>nia sites are used primarily <strong>for</strong><br />
rangeland, wildlife habitat, watershed, recreation, along with some cropland use and<br />
urbanization (Lammers, 1991; Tallyn, 1996).<br />
The area of collection <strong>for</strong> <strong>the</strong> Mono Basin and Owens and Death Valley areas<br />
consisted of Panum Crater in <strong>the</strong> vicinity of Mono Lake, and Mazourka Canyon near<br />
Independence, Ca. (Figure 14, Inset B). Figure 14, inset C shows <strong>the</strong> author getting <strong>the</strong><br />
spectrometer ready <strong>for</strong> collection at <strong>the</strong> Panum Crater location. The geology of Mono<br />
Basin includes Mono Lake, <strong>the</strong> remnant of Pleis<strong>to</strong>cene Lake Russell, which has twice <strong>the</strong><br />
salinity of <strong>the</strong> ocean (Figure 15, inset A). The most recent volcanic eruption in this area<br />
was roughly 300 years ago with highly silicic lava types of dacite and rhyolite; obsidian<br />
is also present in <strong>the</strong> dome (Sharp and Glazner, 1997; Tallyn, 1996). Panum Crater had<br />
eruption events between 1325 and 1365 CE and was <strong>the</strong> youngest vent of <strong>the</strong> Mono<br />
Craters eruptions and exhibited both pyroclastic (explosive) and phreatic (steam) type<br />
eruptions (Bursik and Sieh, 1989; Sieh and Bursik, 1986). The ring around <strong>the</strong> dome of<br />
<strong>the</strong> volcano is <strong>the</strong> result of a strombolian type of eruption (Sieh and Bursik, 1986; Sharp<br />
and Glazner, 1997). Rocks underlying Panum Crater consist of <strong>the</strong> granitic and<br />
metamorphic batholith associated with <strong>the</strong> Sierra Nevada. On <strong>to</strong>p of this sits a mixture of<br />
basaltic <strong>to</strong> rhyolitic volcanic rocks that are from 3.5 million years <strong>to</strong> less than 760,000<br />
years of age. Also present are glacial deposits, gravel sediment, and rhyolitic glass and<br />
pumice <strong>for</strong>med domes (Sieh and Bursik, 1986).<br />
28