Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
2 Spatiotemporal Dynamics of Carbon Accumulation Within the Wax Lake Delta, LA 2026 1 4,305,802 1
3 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
4 Mobile Laser Scan over Ridgecrest, CA 2019 2 49,069,023 2
5 Photogrammetric Survey over Ridgecrest, CA 2018 3 77,788,380 3
6 Western Hope Fault, NZ 2010 8 206,468,140 8
7 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
8 Lidar Survey of Montreal, Quebec, Canada 2015 27 1,613,927,044 9
9 Lithologic Controls on Slot Canyon Formation, AZ 2025 15 1,145,327,833 10
10 Riverside County Flood Control Apple Fire Lidar, CA 2021 17 221,092,498 11
11 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
12 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
13 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
14 USFS Summit Springs Lidar, CA 2013 17 248,509,953 14
15 USFS Deadman Creek Lidar, CA 2013 24 1,022,326,990 15
16 Monitoring Tree Water Stress, CA 2025 17 1,871,331,209 15
17 Riverside County Flood Control Apple Fire Lidar, CA 2022 21 257,987,048 15
18 Mapping Coastal Dune Erosion, CA 2025 25 316,256,200 16
19 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
20 USFS Mule Lidar, CA 2013 30 435,914,994 17
21 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
22 Topographic Signatures of Barrier Island Vulnerability, TX 2021 23 1,236,504,797 17
23 USFS Bean Hill Lidar, CA 2012 27 161,463,015 18
24 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
25 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 20 736,115,931 19
26 2007 LVIS Greenland 37 5,781,096 19
27 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
28 USFS Slides Glade Lidar, CA 2013 22 958,168,893 20
29 Channel Avulsion in Bishop, California 23 1,535,567,632 20
30 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
31 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
32 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
33 USFS Taliaferro Ridge Lidar, CA 2013 30 1,418,973,185 22
34 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
35 USFS Lower Klamath Lidar, CA 2014 46 3,129,906,005 23
36 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
37 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
38 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
39 USFS Dinkey Creek Lidar, CA 2010 24 759,250,805 23
40 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
41 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 37 2,605,738,192 24
42 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
43 Lost River Fault Zone Near Borah Peak, Idaho 52 6,258,682,318 25
44 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
45 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
46 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 35 1,493,706,003 26
47 Structure from Motion data along the sSAF, Salt Creek, CA 2021 45 3,121,693,406 26
48 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
49 USFS Road46 Lidar, CA 2013 36 1,277,378,937 27
50 USFS Mule Lidar, CA 2012 33 671,289,433 27
51 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 41 1,564,539,903 27
52 USFS Marble Valley Lidar, CA 2012 44 3,424,725,357 29
53 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
54 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
55 Alpine Fault, NZ 2015 57 5,439,913,926 31
56 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
57 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
58 Mayapan, Mexico 62 3,453,917,586 31
59 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 80 8,974,428,045 32
60 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 48 4,255,434,688 33
61 Tushar Mountains, Utah (532 nm) 40 948,576,292 33
62 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
63 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
64 USFS Moores Flat Lidar, CA 2013 60 2,123,890,618 33
65 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
66 USFS Storrie Fire, CA 2009 63 2,982,786,717 34
67 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 44 2,196,724,113 34
68 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 55 2,454,634,072 35
69 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
70 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
71 USFS South Creek Lidar, CA 2012 67 2,302,997,196 36
72 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 61 5,884,188,586 38
73 USFS Storrie Fire, CA 2013 75 4,475,879,456 38
74 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
75 USFS Illilouette Basin Lidar, CA 2011 58 3,579,009,254 39
76 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 49 1,722,336,516 39
77 Greys River, WY (532 nm) 77 3,153,507,043 39
78 Lidar Survey of Deltaic Wetlands, LA 2023 49 2,675,114,994 40
79 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
80 USFS North Happy Camp Complex Lidar, CA 2015 97 4,577,216,681 41
81 USFS Freds Fire Lidar, CA 2015 222 39,560,582,649 41
82 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
83 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
84 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
85 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
86 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 76 6,557,078,425 43
87 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 57 2,530,586,521 43
88 High Resolution Topography of House Range Fault, Utah 73 8,069,135,167 43
89 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 81 3,286,010,244 44
90 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
91 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 82 3,384,893,559 44
92 Mapping the Koyukuk River System, AK 2022 75 2,870,983,803 44
93 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
94 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
95 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
96 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
97 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
98 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
99 Truckee, CA: Sagehen Creek Snowpack Measurement 85 4,637,171,848 46
100 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 87 1,659,438,621 47
101 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
102 Central Otago, Otago, New Zealand 2021 99 8,217,559,443 48
103 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
104 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 108 7,185,324,610 49
105 Repeat Mapping of Antelope Valley Ranch, CA, 2019 84 3,191,982,526 49
106 USFS Dinkey Creek Lidar, CA 2012 63 2,918,667,853 49
107 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
108 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
109 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 84 3,796,882,350 51
110 Waimakariri, Canterbury, New Zealand 2023 86 4,578,401,722 51
111 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
112 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 108 7,189,791,489 54
113 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
114 Lidar Survey of the San Pedro River, AZ 2021 75 3,044,449,798 55
115 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
116 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
117 Mapping Landscape Evolution in the Ozarks, AR 2023 95 5,011,603,316 55
118 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
119 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
120 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
121 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
122 Wairarapa Fault, NZ 2010 86 3,282,006,159 58
123 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
124 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 122 4,934,123,317 58
125 Riverside County Flood Control Apple Fire Lidar, CA 2020 89 2,715,243,080 60
126 USFS Kern Plateau Lidar, CA 2011 76 3,586,300,312 61
127 Greys River, WY (1550 nm) 87 3,983,915,565 61
128 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
129 Lidar Survey of the McKinley Mine, NM 2023 86 5,846,789,539 63
130 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 112 2,152,488,246 64
131 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
132 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
133 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
134 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
135 Oban, Stewart Island / Rakiura, New Zealand 2021 111 5,733,377,143 66
136 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 87 3,556,277,334 66
137 Airborne Laser Mapping of Independence Lake, CA 89 2,353,874,526 66
138 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 129 7,690,984,985 67
139 Pahrump Valley: California/Nevada State Line 85 1,430,163,772 67
140 Central Utah: Topographic Amplification of Earthquake Ground Motions 100 4,196,191,455 68
141 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
142 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
143 High Resolution SFM Topography of the Central San Andreas Fault, California 99 7,669,834,622 68
144 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
145 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
146 Normal Fault Comparisons, Utah 2019 144 11,816,104,151 69
147 Lidar Survey of the Kayenta Mine, AZ 2023 119 7,299,628,786 69
148 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
149 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
150 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
151 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
152 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 130 11,908,022,128 71
153 Lidar Survey of Dangermond Preserve, CA 126 11,397,143,057 71
154 Topo-Bathymetric Data Set: Sacramento River, California 2023 135 7,627,805,168 71
155 Agua Blanca Fault, Baja California, Mexico. 122 2,653,975,274 72
156 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 132 5,532,856,818 72
157 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 93 1,855,058,774 73
158 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
159 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
160 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 122 11,459,335,722 75
161 Hope Fault, NZ 2010 135 4,638,835,709 75
162 Measuring Lake Michigan Coastal Erosion, WI 2020 108 3,645,798,291 75
163 Idaho Lidar Consortium (ILC): Clear Creek 170 11,057,157,784 76
164 Lost River Fault at Doublespring Pass Rd, Idaho 2015 122 7,722,034,645 76
165 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
166 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
167 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
168 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
169 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
170 Rapid Response to 2011 Mississippi Flood 163 14,667,155,731 78
171 Lidar Survey of the Centralia Mine, WA 2023 107 4,434,756,613 78
172 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
173 Lidar Survey of Sparta Earthquake Rupture, NC 2020 127 5,535,476,289 79
174 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
175 Powder River, MT 2016 122 5,571,998,566 81
176 Hydrologic Effects of Forest Restoration, WA 2021 156 10,717,606,358 81
177 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
178 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
179 Niobrara River, Nebraska 107 3,577,758,793 82
180 Northern California Coast: Slope Failure in Low and High Uplift Regions 133 6,008,520,680 83
181 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
182 Lidar Survey of Lava Tubes, CA 2023 147 6,173,311,703 83
183 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
184 High Resolution Mapping of Antelope Valley Ranch, CA. 160 8,205,235,002 84
185 Manawatū - Whanganui, New Zealand 2024 200 16,599,759,036 85
186 Motueka River Valley, Tasman, New Zealand 2018-2019 207 7,357,685,514 85
187 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
188 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
189 Quantifying Sediment Mobilization by Wildfire, CA 2025 203 10,560,291,341 87
190 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
191 Lidar Survey of Dump Creek, ID 2019 125 4,439,662,544 87
192 Lidar Survey of Paoha Island, CA 2023 127 6,836,308,279 87
193 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 205 9,558,789,957 88
194 Blind Canyon and Box Canyon, Twin Falls, ID 109 1,412,105,528 88
195 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
196 High Resolution Topography near Santa Cruz, CA 2017 176 15,044,835,595 88
197 Laytonville, CA lidar 2015 132 7,433,394,387 89
198 Santa Clarita Topography 135 6,059,726,419 89
199 Lincoln National Forest, NM: Floodplains in Fluvial Networks 151 9,210,806,321 90
200 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
201 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 143 7,391,869,795 90
202 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 157 8,202,006,881 91
203 Slumgullion Landslide, Colorado (July 7, 2015) 214 11,377,835,911 91
204 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 157 6,869,093,487 91
205 West Bijou Creek, CO 130 3,173,129,392 91
206 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 159 10,477,564,018 92
207 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
208 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
209 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
210 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
211 Timaru Rivers, Canterbury, New Zealand 2014 151 5,993,376,782 94
212 1959 Hebgen Lake rupture (Montana) 162 9,358,076,355 94
213 North Sister, OR: Collier Cone Lava Flow 174 7,411,388,769 94
214 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
215 Wellington Fault, NZ 2010 118 2,113,131,347 95
216 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
217 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
218 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 174 11,449,428,360 96
219 Huntly, Waikato, New Zealand 2015-2019 191 7,468,657,180 96
220 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 253 21,362,296,640 97
221 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
222 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
223 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
224 South Fork Eel River, CA Watershed Morphology 154 5,693,393,825 99
225 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
226 Wheeler Ridge, CA 180 18,315,589,170 99
227 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
228 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
229 Bedrock River Channels of the Taiwan Central Range, 2018-2020 218 11,234,450,087 99
230 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
231 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
232 Monitoring Woodland Ecosystems, Utah 2018 212 18,393,841,012 101
233 Lassen Volcanic National Park, CA 2019 192 7,938,966,376 101
234 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
235 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 251 29,210,944,949 103
236 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
237 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
238 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
239 Lake Isabella Lidar Collection, CA 2015 194 8,092,874,973 106
240 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 208 10,905,764,524 107
241 Tushar Mountains, Utah (1550 nm) 133 2,943,908,924 107
242 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
243 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
244 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
245 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
246 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 150 4,933,476,300 110
247 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
248 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
249 Niwot Ridge Long-Term Ecological Research Site, Colorado 154 5,466,933,789 111
250 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
251 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
252 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
253 Calhoun Critical Zone Observatory 2014 Leaf On Survey 270 15,734,371,747 113
254 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 256 19,509,151,014 113
255 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
256 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
257 Hurunui Rivers, Canterbury, New Zealand 2013 210 6,127,367,255 115
258 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
259 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 167 9,121,193,227 116
260 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
261 Kern Canyon Lidar Collection, CA 2008 205 11,097,831,978 118
262 Greybull, WY: Sheep Mountain Anticline 194 15,648,736,924 118
263 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
264 Lake Bonneville, Utah 162 6,265,467,543 118
265 Southern California Bedrock Landscapes 2015 Airborne Lidar 209 12,479,515,688 119
266 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 134 1,263,751,784 119
267 Walker Fault System, Nevada, 2015 263 21,523,018,506 120
268 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
269 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 152 6,241,387,711 120
270 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 211 14,466,257,092 121
271 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 192 7,937,016,757 122
272 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
273 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 252 13,877,705,223 123
274 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 245 7,631,111,626 124
275 Everglades National Park 160 5,889,548,375 124
276 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
277 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
278 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
279 Triangle Lake, OR: Earthquake Induced Landslide 217 13,694,870,963 126
280 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
281 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 248 11,317,292,014 126
282 West Coast and Hauraki Plains, Waikato, New Zealand 2015 192 4,095,524,765 126
283 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 201 9,971,455,534 127
284 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
285 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 234 13,567,857,411 129
286 Santa Maria River, AZ: Vegetation and channel form 198 11,127,933,598 129
287 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
288 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
289 Tasman Bay, Tasman, New Zealand 2022 408 12,611,772,881 131
290 Lidar Survey of John Henry Mine, WA 2023 185 4,778,844,285 132
291 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
292 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
293 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
294 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 218 8,569,925,178 136
295 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
296 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
297 Lidar Survey of Caspar Creek, CA 2003 171 112,265,540 139
298 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 253 11,934,754,778 139
299 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
300 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
301 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
302 Mackenzie, Canterbury, New Zealand 2015 278 8,837,517,175 141
303 Banks Peninsula, Canterbury, New Zealand 2023 376 15,401,600,498 142
304 Sierra National Forest, CA: Soil Formation and Transport 203 3,303,176,568 143
305 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
306 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 228 13,998,802,684 144
307 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
308 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
309 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
310 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 295 9,339,891,935 148
311 El Mayor-Cucapah Earthquake, Pleiades 2014 282 25,004,458,829 151
312 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
313 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
314 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
315 Landers Surface Rupture Terrestrial Laser Scanning Dataset 217 1,267,124,185 153
316 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 263 4,079,121,108 157
317 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
318 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
319 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
320 Topographic Data Set: Klamath River, California 2018 344 28,742,880,104 158
321 Kremmling, CO: Blue and Colorado River Confluence 213 4,149,994,440 158
322 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 251 12,349,552,725 159
323 USBR Upper Columbia River Basin West 301 13,484,907,161 160
324 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 304 13,472,879,573 161
325 White Canyon and Hite, Lake Powell, Utah 264 8,918,975,137 163
326 Upper Hutt City, Wellington, New Zealand 2021 417 26,263,982,181 164
327 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
328 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
329 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
330 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 299 17,105,004,546 169
331 Central U.S. ARRA Lidar, New Madrid Seismic Zone 626 64,444,702,920 170
332 Carrizo Plain Terrestrial Laser Scanning Dataset 250 19,348,677,438 170
333 Richmond and Motueka, Tasman, New Zealand 2015 513 9,595,977,995 170
334 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 350 14,275,263,159 170
335 Raleigh Peak, Colorado: May 2010 293 17,087,123,398 172
336 Slumgullion Landslide, Colorado (July 3, 2015) 495 26,743,165,544 172
337 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
338 Kaikōura, Canterbury, New Zealand 2016 524 35,198,827,117 173
339 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 256 11,130,301,252 174
340 Mapping of San Gabriel Mountains, CA 2009 Fire 351 20,178,674,432 174
341 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
342 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
343 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 281 13,228,371,898 175
344 Central Otago, Otago, New Zealand 2022-2023 485 31,996,217,196 176
345 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 316 16,632,256,114 179
346 Wānaka, Otago, New Zealand 2022-2023 421 8,727,761,468 180
347 Snake River, Wyoming 243 9,840,254,163 182
348 Silver Plume, CO 240 3,599,618,947 183
349 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 213 2,571,625,711 184
350 Big Creek, California 274 7,019,914,875 185
351 Selwyn, Canterbury, New Zealand 2023 499 26,408,396,508 185
352 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 318 17,052,664,797 185
353 Flathead Lake Biological Station, MT (May 2005) 272 9,626,532,474 187
354 NEON D17 Pacific Southwest- California 361 13,437,083,394 187
355 Straight Cliffs Formation, South-Central Utah, 2016 291 16,049,396,504 189
356 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 235 5,010,885,021 189
357 2010 Salton Sea Lidar Collection 531 54,142,765,304 189
358 Raplee Ridge, Utah 311 13,074,706,718 190
359 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 393 12,438,256,182 190
360 Top of the South Flood, Nelson and Tasman, New Zealand 2022 613 28,538,819,922 191
361 Slumgullion Landslide, Colorado (July 10, 2015) 362 23,971,430,307 193
362 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
363 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
364 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 294 9,009,276,616 201
365 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 744 15,420,099,419 201
366 Blenheim, Marlborough, New Zealand 2014 600 10,672,914,627 202
367 Grand Junction, CO: Roan Plateau 329 18,228,975,772 206
368 South Florida Everglades 312 13,333,187,364 210
369 Northland, New Zealand 2024 743 39,760,053,870 211
370 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
371 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 736 27,475,227,231 221
372 Great Smokey Mountains, NC 293 6,219,017,818 221
373 New Madrid Seismic Zone 516 45,875,140,669 222
374 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 457 18,950,005,207 223
375 Surprise Valley, CA 412 30,244,039,582 229
376 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 471 22,514,565,821 230
377 USFS San Gabriel Mountain Lidar, CA 2009 417 10,671,955,142 236
378 Nelson, New Zealand 2021 700 28,564,773,008 237
379 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 452 5,240,500,610 238
380 Marlborough, New Zealand 2018 664 42,187,621,628 240
381 2013 Balochistan earthquake, Pakistan 446 30,257,160,449 244
382 August 24, 2014 South Napa Earthquake 549 29,688,033,568 245
383 Jemez River Basin, NM: Post-fire Landscape Response 372 25,544,845,947 247
384 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
385 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 704 54,926,421,900 251
386 Porirua, Wellington, New Zealand 2023 668 22,084,507,679 256
387 Kapiti Coast, Wellington, New Zealand 2021 654 37,560,138,212 258
388 Plum Island, MA 405 9,784,732,028 259
389 Waikato, New Zealand 2024 750 39,359,260,929 262
390 Kaikoura, Canterbury, New Zealand 2012 567 16,167,385,198 263
391 Bay of Plenty, New Zealand 2024 843 18,993,318,866 264
392 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 381 4,697,414,229 266
393 Sea Grass Beds, Apalachicola, FL 355 8,665,435,823 268
394 Granite Dells, AZ 553 22,529,366,793 269
395 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 681 44,335,819,920 271
396 Palmerston North, Manawatu-Whanganui, New Zealand 2018 900 52,589,766,403 272
397 Manawatu - Whanganui, New Zealand 2022-2023 594 21,895,299,027 278
398 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 509 17,616,361,961 281
399 Auckland Part 2, New Zealand 2024 836 42,148,034,145 284
400 Gisborne, New Zealand 2023 1,213 86,977,044,885 285
401 EarthScope Yakima Lidar Project 602 28,600,995,655 286
402 Lidar Survey of Middle Usumacinta Region, Mexico 577 45,196,300,103 287
403 West Rainier Seismic Zone, WA 537 22,666,127,290 293
404 Golden Bay, Tasman, New Zealand 2017 620 29,932,857,758 293
405 Airborne Laser Mapping of Yosemite National Park, CA, 2007 403 5,280,945,528 295
406 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,394 104,067,050,028 300
407 Trinity River, Texas 2015 571 28,596,758,202 303
408 Banks Peninsula, Canterbury, New Zealand 2018-2019 677 36,960,238,532 303
409 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
410 Tasman, New Zealand 2020-2022 1,181 81,751,878,976 305
411 EarthScope Alaska Denali Totschunda Lidar Project 827 44,314,823,962 308
412 Manawatu - Whanganui, New Zealand 2015-2016 830 33,299,450,494 310
413 Hawke’s Bay, New Zealand 2023 - 2024 1,637 66,991,834,339 310
414 Hutt City, Wellington, New Zealand 2021 972 41,160,439,947 311
415 Hamilton, Waikato, New Zealand 2019 969 38,769,347,056 317
416 Gisborne, New Zealand 2018-2020 1,225 73,540,415,111 319
417 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 580 30,231,552,621 320
418 Hamilton, Waikato, New Zealand 2023 951 27,749,321,998 329
419 Lidar Survey of the Black Hills Experimental Forest, South Dakota 526 6,415,378,066 329
420 Canterbury, New Zealand 2016-2017 679 23,675,946,526 330
421 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 894 96,816,755,851 330
422 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
423 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 787 35,737,906,995 337
424 Granite Dells Terrestrial Laser Scanning Dataset 457 1,537,704,044 338
425 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 554 29,071,162,398 341
426 Survey of Parts of Potomac and Susquehanna Rivers 481 9,698,044,442 344
427 Death Valley National Park, CA: Badwater Basin 603 29,875,905,056 348
428 Southwest Flank of Mt.Rainier, WA 601 39,246,960,305 356
429 Bay of Plenty, New Zealand 2018-2019 882 19,655,585,625 362
430 Queenstown, Otago, New Zealand 2021 1,090 28,650,404,139 366
431 2016 Solana Beach, CA Bluff Characterization Survey 675 33,198,593,185 371
432 2013 USFS Tahoe National Forest Lidar 1,159 53,460,262,515 376
433 White Sands National Monument, NM: Lidar Survey of Dune Fields 903 35,047,847,996 378
434 Canterbury, New Zealand 2018-2019 944 34,559,308,718 394
435 Dunedin and Mosgiel, Otago, New Zealand 2021 933 17,079,557,827 398
436 Marlborough, New Zealand 2020-2022 1,923 101,449,556,243 398
437 2010 CU-Boulder Campus and Flatirons 727 23,119,553,664 400
438 Hawaii Kauai Survey 745 41,620,136,704 407
439 Otago, New Zealand 2016 1,006 32,044,486,001 407
440 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,040 28,814,521,294 407
441 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 890 43,355,885,346 418
442 California ARRA Lidar 776 35,391,169,805 422
443 Queenstown, Otago, New Zealand 2016 1,244 57,876,038,172 423
444 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 864 63,485,770,271 437
445 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 579 5,264,780,846 440
446 Teton Conservation District, Wyoming Lidar 955 53,831,444,834 450
447 Na Pali Coast, Kauai, Hawaii 817 47,660,415,252 462
448 Southland, New Zealand 2020-2024 1,790 115,449,482,489 464
449 Mapping the Kaibab Plateau, AZ 766 42,263,913,592 475
450 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
451 Israel Mediterranean Sharon sea cliff, 2006 633 3,620,183,118 477
452 Jemez River Basin Snow-off Lidar Survey 1,143 73,319,155,369 480
453 Yosemite Rim Fire lidar 2013 1,070 64,433,122,364 491
454 Taranaki, New Zealand 2021 2,199 90,665,719,280 498
455 West Coast, New Zealand 2020-2025 1,908 129,977,094,709 499
456 Jemez River Basin Snow-on Lidar Survey 738 25,109,344,890 501
457 East Helanshan Fault, northern China 962 43,482,179,860 511
458 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,134 52,534,836,535 515
459 Northern San Andreas Fault, CA 1,164 30,620,839,039 519
460 Kilauea Volcano, HI June 2018 Acquisition 1,871 90,222,115,204 522
461 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
462 Victor Harbour - South Australia, 2011 825 35,309,733,681 542
463 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,423 65,665,015,517 557
464 2010 Channel Islands Lidar Collection 1,623 123,546,400,217 568
465 Coastal Catchments, Otago, New Zealand 2021 2,970 68,312,738,711 568
466 Auckland South, New Zealand 2016-2017 1,507 76,242,052,307 575
467 Hawke's Bay, New Zealand 2020-2021 3,816 169,297,193,326 607
468 Auckland Part 1, New Zealand 2024 2,092 90,132,165,537 609
469 Yosemite National Park, CA: Rockfall Studies 1,252 63,863,245,757 611
470 Missisquoi Watershed Lidar 1,502 63,500,953,584 637
471 Sunset Crater Volcano National Monument, AZ 1,055 65,373,872,044 669
472 Northland, New Zealand 2018-2020 3,652 98,338,366,501 712
473 Meteor Crater, AZ 1,114 56,607,489,768 719
474 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,053 146,989,613,285 732
475 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,685 80,725,547,179 744
476 EarthScope Intermountain Seismic Belt Lidar Project 1,601 84,092,186,135 761
477 Austin, TX, Rapid Response, 2015 1,362 57,278,368,884 770
478 Kilauea Volcano, HI July 2018 Acquisition 1,789 114,936,099,923 775
479 Christchurch, Canterbury, New Zealand 2020-2021 2,578 123,402,607,865 790
480 Bay of Plenty, New Zealand 2019-2022 3,734 148,225,001,053 799
481 EarthScope Southern & Eastern California Lidar Project 4,151 112,518,128,751 799
482 2014 USFS Tahoe National Forest Lidar 2,165 136,613,622,322 838
483 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,605 115,536,860,734 875
484 St. Elis Mountains and Gulf of Alaska 1,806 83,058,092,832 882
485 B4 Project - Southern San Andreas and San Jacinto Faults 4,400 199,202,025,833 894
486 Hawaii Big Island Lidar Survey 1,642 90,312,703,003 906
487 Napa Watershed, CA 2,658 71,714,076,134 911
488 Waikato, New Zealand 2021 9,283 293,625,977,561 918
489 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,282 153,124,505,552 938
490 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,708 97,526,260,660 955
491 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,902 98,820,705,203 968
492 Canterbury, New Zealand 2020-2025 3,521 214,068,193,399 972
493 USBR Upper Columbia River Basin East 1,731 36,688,869,618 1,074
494 Auckland, New Zealand 2013 2,536 75,112,787,772 1,075
495 Utah Geological Survey Lidar 2,609 109,209,462,205 1,097
496 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 3,124 110,155,597,006 1,161
497 Wellington City, New Zealand 2019-2020 3,900 116,330,586,048 1,177
498 2015-2017 State of Utah Lidar Acquisition 2,898 116,356,938,065 1,233
499 Lake Tahoe Basin Lidar 4,356 179,453,244,456 1,334
500 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,246 185,760,565,749 1,358
501 Auckland North, New Zealand 2016-2018 5,800 242,353,003,986 1,463
502 EarthScope Northern California Lidar Project 4,176 135,650,267,793 1,586
503 Wellington, New Zealand 2013-2014 5,967 269,618,239,603 1,806
504 State of Utah Acquired Lidar Data - Wasatch Front 7,394 394,995,862,938 2,162
505 2005 San Diego Urban Region Lidar 5,020 127,409,276,429 2,222
506 Oregon Department of Geology and Mineral Industries Lidar Program Data 19,118 827,914,851,521 5,646
507 2011 - 2013 Indiana Statewide Lidar 64,488 649,063,519,876 8,833
 
    All Datasets 351,206 13,611,808,437,120