Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
2 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
3 Riverside County Flood Control Apple Fire Lidar, CA 2021 6 31,803,270 5
4 Lithologic Controls on Slot Canyon Formation, AZ 2025 5 615,202,083 5
5 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
6 Western Hope Fault, NZ 2010 8 206,468,140 8
7 Mapping Coastal Dune Erosion, CA 2025 12 257,485,677 9
8 Monitoring Tree Water Stress, CA 2025 11 1,620,653,000 9
9 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
10 Riverside County Flood Control Apple Fire Lidar, CA 2022 14 136,085,697 11
11 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
12 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
13 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
14 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
15 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 18 1,550,436,010 14
16 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
17 Topographic Signatures of Barrier Island Vulnerability, TX 2021 18 1,087,199,269 15
18 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 16 662,651,634 15
19 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
20 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
21 USFS Mule Lidar, CA 2013 30 435,914,994 17
22 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
23 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
24 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
25 2007 LVIS Greenland 37 5,781,096 19
26 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
27 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
28 Channel Avulsion in Bishop, California 23 1,535,567,632 20
29 USFS Taliaferro Ridge Lidar, CA 2013 29 1,173,348,864 21
30 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
31 USFS Lower Klamath Lidar, CA 2014 45 3,121,175,131 22
32 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
33 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
34 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
35 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
36 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
37 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
38 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
39 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
40 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
41 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
42 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
43 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
44 Structure from Motion data along the sSAF, Salt Creek, CA 2021 43 2,641,535,516 25
45 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
46 USFS Road46 Lidar, CA 2013 35 1,238,838,435 26
47 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
48 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
49 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
50 USFS Mule Lidar, CA 2012 33 671,289,433 27
51 USFS Marble Valley Lidar, CA 2012 43 3,234,318,564 28
52 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
53 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
54 Alpine Fault, NZ 2015 57 5,439,913,926 31
55 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
56 Mayapan, Mexico 62 3,453,917,586 31
57 USFS Moores Flat Lidar, CA 2013 58 2,093,398,453 31
58 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
59 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
60 Tushar Mountains, Utah (532 nm) 39 881,336,633 32
61 USFS Storrie Fire, CA 2009 60 2,791,334,474 33
62 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
63 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
64 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
65 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
66 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 44 2,196,724,113 34
67 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
68 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
69 USFS Storrie Fire, CA 2013 72 4,351,901,293 37
70 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 60 5,745,036,532 38
71 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
72 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
73 USFS Illilouette Basin Lidar, CA 2011 57 3,492,227,961 38
74 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 47 1,570,202,004 38
75 Greys River, WY (532 nm) 77 3,153,507,043 39
76 USFS North Happy Camp Complex Lidar, CA 2015 96 4,571,621,157 40
77 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 71 6,220,875,159 40
78 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
79 Mapping the Koyukuk River System, AK 2022 69 2,605,826,767 40
80 USFS Freds Fire Lidar, CA 2015 221 39,526,406,136 40
81 High Resolution Topography of House Range Fault, Utah 72 8,006,709,502 42
82 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
83 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
84 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
85 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
86 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
87 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
88 Riverside County Flood Control Apple Fire Lidar, CA 2020 62 1,356,743,443 43
89 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
90 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
91 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
92 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
93 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
94 Central Otago, Otago, New Zealand 2021 91 7,433,481,197 45
95 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 85 1,568,324,005 45
96 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
97 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
98 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
99 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
100 Repeat Mapping of Antelope Valley Ranch, CA, 2019 82 3,182,855,181 47
101 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 98 6,919,514,565 47
102 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
103 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
104 USFS Dinkey Creek Lidar, CA 2012 61 2,892,955,493 48
105 Waimakariri, Canterbury, New Zealand 2023 83 4,552,564,513 49
106 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
107 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
108 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
109 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
110 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
111 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 106 6,997,984,434 53
112 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
113 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
114 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
115 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
116 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
117 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
118 Wairarapa Fault, NZ 2010 83 3,249,824,753 57
119 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
120 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
121 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
122 USFS Kern Plateau Lidar, CA 2011 73 3,521,527,984 58
123 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
124 Normal Fault Comparisons, Utah 2019 132 11,365,439,916 59
125 Lidar Survey of the McKinley Mine, NM 2023 82 5,560,930,810 59
126 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
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 Oban, Stewart Island / Rakiura, New Zealand 2021 106 5,727,974,584 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 Lidar Survey of the Kayenta Mine, AZ 2023 115 6,685,782,122 65
134 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
135 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 86 3,467,599,573 65
136 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
137 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 117 7,472,276,003 65
138 Topo-Bathymetric Data Set: Sacramento River, California 2023 121 7,144,254,915 66
139 Pahrump Valley: California/Nevada State Line 84 1,381,094,607 66
140 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
141 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
142 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
143 High Resolution SFM Topography of the Central San Andreas Fault, California 99 7,669,834,622 68
144 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 125 11,470,564,061 68
145 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
146 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
147 Lidar Survey of Dangermond Preserve, CA 125 11,396,465,064 70
148 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
149 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
150 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
151 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
152 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
153 Agua Blanca Fault, Baja California, Mexico. 121 2,538,036,937 71
154 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 92 1,678,018,819 72
155 Lidar Survey of the Centralia Mine, WA 2023 98 4,202,175,417 73
156 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
157 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 167 11,324,713,863 74
158 Hope Fault, NZ 2010 129 4,638,598,685 74
159 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
160 Measuring Lake Michigan Coastal Erosion, WI 2020 107 3,645,758,377 74
161 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
162 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
163 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 122 11,459,335,722 75
164 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
165 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
166 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
167 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
168 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
169 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
170 Lidar Survey of Sparta Earthquake Rupture, NC 2020 126 5,455,240,028 78
171 Lidar Survey of Lava Tubes, CA 2023 140 6,037,925,087 79
172 Quantifying Sediment Mobilization by Wildfire, CA 2025 188 9,799,543,138 79
173 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
174 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
175 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
176 Powder River, MT 2016 122 5,571,998,566 81
177 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
178 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
179 High Resolution Mapping of Antelope Valley Ranch, CA. 158 8,192,491,267 82
180 Manawatū - Whanganui, New Zealand 2024 187 16,301,274,127 82
181 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
182 Niobrara River, Nebraska 107 3,577,758,793 82
183 Lidar Survey of Paoha Island, CA 2023 122 6,556,570,764 83
184 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
185 Motueka River Valley, Tasman, New Zealand 2018-2019 204 7,349,616,075 84
186 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 200 9,480,073,355 84
187 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
188 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
189 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
190 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
191 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
192 Blind Canyon and Box Canyon, Twin Falls, ID 108 1,406,639,947 87
193 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
194 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
195 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 139 7,293,116,532 89
196 Santa Clarita Topography 135 6,059,726,419 89
197 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 154 8,195,461,660 89
198 Laytonville, CA lidar 2015 132 7,433,394,387 89
199 Slumgullion Landslide, Colorado (July 7, 2015) 212 11,296,680,406 89
200 Lincoln National Forest, NM: Floodplains in Fluvial Networks 150 9,198,890,207 89
201 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
202 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
203 West Bijou Creek, CO 129 3,038,779,023 90
204 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
205 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
206 Timaru Rivers, Canterbury, New Zealand 2014 149 5,982,613,409 92
207 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
208 North Sister, OR: Collier Cone Lava Flow 172 7,015,976,329 92
209 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 191 9,990,918,643 92
210 1959 Hebgen Lake rupture (Montana) 161 9,332,198,777 93
211 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
212 Bedrock River Channels of the Taiwan Central Range, 2018-2020 203 9,339,050,507 94
213 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
214 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
215 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
216 Huntly, Waikato, New Zealand 2015-2019 189 7,358,185,891 95
217 Wellington Fault, NZ 2010 118 2,113,131,347 95
218 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
219 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
220 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
221 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
222 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 135 8,211,488,837 98
223 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
224 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
225 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
226 Lassen Volcanic National Park, CA 2019 184 7,767,905,421 99
227 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
228 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
229 Wheeler Ridge, CA 180 18,315,589,170 99
230 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
231 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
232 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
233 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
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 249 29,181,272,049 102
236 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
237 Lake Isabella Lidar Collection, CA 2015 192 8,043,916,229 104
238 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
239 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
240 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
241 Lidar Survey of Caspar Creek, CA 2003 137 100,865,330 107
242 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 207 10,905,361,243 107
243 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
244 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
245 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 149 4,921,270,318 109
246 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
247 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 165 9,635,891,233 110
248 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
249 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
250 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
251 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
252 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
253 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
254 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
255 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
256 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
257 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
258 Hurunui Rivers, Canterbury, New Zealand 2013 209 6,127,365,041 115
259 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
260 Southern California Bedrock Landscapes 2015 Airborne Lidar 202 12,079,052,920 115
261 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
262 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
263 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 132 1,237,254,392 117
264 Lake Bonneville, Utah 160 6,265,291,702 117
265 Greybull, WY: Sheep Mountain Anticline 193 15,432,604,975 117
266 Kern Canyon Lidar Collection, CA 2008 205 11,097,831,978 118
267 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
268 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 150 6,221,999,871 119
269 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
270 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
271 Lidar Survey of John Henry Mine, WA 2023 166 4,154,929,991 119
272 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 240 7,567,034,292 120
273 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
274 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 211 14,466,257,092 121
275 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 190 7,891,195,025 122
276 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
277 Everglades National Park 159 5,888,906,543 123
278 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
279 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
280 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
281 Triangle Lake, OR: Earthquake Induced Landslide 216 13,694,393,683 125
282 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
283 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
284 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 197 9,949,376,717 126
285 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 231 13,334,463,483 127
286 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
287 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
288 Tasman Bay, Tasman, New Zealand 2022 394 12,534,389,945 129
289 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
290 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
291 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
292 Banks Peninsula, Canterbury, New Zealand 2023 356 14,883,290,041 135
293 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 216 8,561,655,095 135
294 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
295 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
296 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
297 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
298 Mackenzie, Canterbury, New Zealand 2015 275 8,701,849,566 139
299 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
300 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
301 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
302 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
303 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
304 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
305 El Mayor-Cucapah Earthquake, Pleiades 2014 277 24,876,512,909 147
306 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
307 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
308 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
309 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
310 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
311 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
312 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
313 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 239 12,027,297,057 154
314 Topographic Data Set: Klamath River, California 2018 340 28,621,324,746 155
315 Kremmling, CO: Blue and Colorado River Confluence 212 4,108,461,751 157
316 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
317 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
318 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 263 4,079,121,108 157
319 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 315 13,417,424,370 157
320 Upper Hutt City, Wellington, New Zealand 2021 400 25,736,549,067 158
321 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
322 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 303 13,426,665,994 160
323 USBR Upper Columbia River Basin West 301 13,484,907,161 160
324 White Canyon and Hite, Lake Powell, Utah 263 8,870,874,661 162
325 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
326 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
327 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
328 Mapping of San Gabriel Mountains, CA 2009 Fire 335 19,625,154,847 166
329 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
330 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
331 Slumgullion Landslide, Colorado (July 3, 2015) 488 26,262,812,870 168
332 Central U.S. ARRA Lidar, New Madrid Seismic Zone 625 64,416,988,374 169
333 Raleigh Peak, Colorado: May 2010 292 17,057,417,293 171
334 Richmond and Motueka, Tasman, New Zealand 2015 515 9,595,617,845 171
335 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 253 10,899,609,967 171
336 Kaikōura, Canterbury, New Zealand 2016 520 34,927,370,826 171
337 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
338 Central Otago, Otago, New Zealand 2022-2023 474 31,899,611,775 172
339 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 280 13,195,085,539 174
340 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
341 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
342 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 314 16,511,964,067 177
343 Selwyn, Canterbury, New Zealand 2023 488 25,936,595,479 178
344 Wānaka, Otago, New Zealand 2022-2023 417 8,623,628,652 179
345 Snake River, Wyoming 240 9,840,204,517 180
346 Silver Plume, CO 239 3,599,585,476 182
347 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 212 2,549,922,013 183
348 Big Creek, California 272 6,978,510,657 183
349 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
350 Flathead Lake Biological Station, MT (May 2005) 269 9,574,427,756 185
351 NEON D17 Pacific Southwest- California 359 13,423,633,466 185
352 2010 Salton Sea Lidar Collection 522 54,079,434,892 185
353 Top of the South Flood, Nelson and Tasman, New Zealand 2022 597 28,285,466,873 185
354 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 233 4,941,665,672 187
355 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
356 Raplee Ridge, Utah 310 12,961,028,475 189
357 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 390 12,431,974,496 190
358 Slumgullion Landslide, Colorado (July 10, 2015) 360 23,892,539,213 191
359 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
360 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 284 8,700,841,087 198
361 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
362 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 743 15,419,519,471 200
363 Blenheim, Marlborough, New Zealand 2014 597 10,543,056,851 201
364 Northland, New Zealand 2024 650 34,122,035,479 201
365 Grand Junction, CO: Roan Plateau 326 17,940,831,945 203
366 South Florida Everglades 312 13,333,187,364 210
367 New Madrid Seismic Zone 510 45,525,615,393 217
368 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
369 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 734 27,415,101,866 219
370 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 453 18,918,960,125 220
371 Great Smokey Mountains, NC 293 6,219,017,818 221
372 USFS San Gabriel Mountain Lidar, CA 2009 397 10,232,223,167 227
373 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 469 22,479,306,464 228
374 Surprise Valley, CA 412 30,244,039,582 229
375 Nelson, New Zealand 2021 680 27,674,566,329 234
376 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 449 5,224,795,491 237
377 Marlborough, New Zealand 2018 659 41,580,756,842 237
378 2013 Balochistan earthquake, Pakistan 444 30,200,497,353 242
379 Bay of Plenty, New Zealand 2024 763 16,565,627,411 243
380 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
381 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
382 Porirua, Wellington, New Zealand 2023 652 21,515,431,096 249
383 Waikato, New Zealand 2024 701 37,601,074,216 249
384 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
385 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 702 54,653,016,009 250
386 Kapiti Coast, Wellington, New Zealand 2021 643 37,165,387,026 253
387 Plum Island, MA 404 9,610,506,367 258
388 Kaikoura, Canterbury, New Zealand 2012 564 16,161,479,028 261
389 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 489 28,268,103,521 263
390 Sea Grass Beds, Apalachicola, FL 341 8,639,128,692 264
391 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 380 4,664,111,985 265
392 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 673 43,745,157,483 266
393 Manawatu - Whanganui, New Zealand 2022-2023 568 21,477,338,913 268
394 Granite Dells, AZ 552 22,525,555,141 268
395 Palmerston North, Manawatu-Whanganui, New Zealand 2018 888 52,104,003,466 270
396 Auckland Part 2, New Zealand 2024 798 40,641,398,078 272
397 Lidar Survey of Middle Usumacinta Region, Mexico 510 35,240,999,166 273
398 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 505 17,542,559,250 277
399 Gisborne, New Zealand 2023 1,182 85,526,037,526 279
400 EarthScope Yakima Lidar Project 589 28,530,118,072 283
401 Hawke’s Bay, New Zealand 2023 - 2024 1,514 62,059,573,803 290
402 West Rainier Seismic Zone, WA 533 22,652,803,496 292
403 Airborne Laser Mapping of Yosemite National Park, CA, 2007 398 5,224,907,532 293
404 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
405 Tasman, New Zealand 2020-2022 1,139 75,740,451,152 296
406 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
407 Hutt City, Wellington, New Zealand 2021 937 40,453,820,544 299
408 Banks Peninsula, Canterbury, New Zealand 2018-2019 672 36,652,435,392 300
409 Trinity River, Texas 2015 565 28,477,044,220 301
410 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
411 Manawatu - Whanganui, New Zealand 2015-2016 815 33,059,796,743 306
412 EarthScope Alaska Denali Totschunda Lidar Project 825 44,252,672,449 306
413 Hamilton, Waikato, New Zealand 2019 962 38,741,759,918 313
414 White Sands National Monument, NM: Lidar Survey of Dune Fields 779 32,750,081,732 316
415 Gisborne, New Zealand 2018-2020 1,220 73,520,833,722 319
416 Hamilton, Waikato, New Zealand 2023 904 26,336,682,602 320
417 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 874 93,834,812,832 325
418 Canterbury, New Zealand 2016-2017 674 23,174,040,812 328
419 Lidar Survey of the Black Hills Experimental Forest, South Dakota 524 6,380,057,840 328
420 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
421 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 786 35,700,830,565 336
422 Granite Dells Terrestrial Laser Scanning Dataset 455 1,531,327,620 336
423 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 552 28,929,719,660 339
424 Survey of Parts of Potomac and Susquehanna Rivers 474 9,665,788,213 340
425 Death Valley National Park, CA: Badwater Basin 600 29,801,772,619 346
426 Southwest Flank of Mt.Rainier, WA 587 38,890,943,076 348
427 Bay of Plenty, New Zealand 2018-2019 868 19,578,552,830 355
428 Queenstown, Otago, New Zealand 2021 1,067 28,395,582,595 359
429 2016 Solana Beach, CA Bluff Characterization Survey 662 32,518,012,299 364
430 2013 USFS Tahoe National Forest Lidar 1,156 53,188,804,641 374
431 Marlborough, New Zealand 2020-2022 1,884 99,284,770,140 387
432 Canterbury, New Zealand 2018-2019 902 31,565,452,918 389
433 2010 CU-Boulder Campus and Flatirons 709 22,709,171,679 393
434 Dunedin and Mosgiel, Otago, New Zealand 2021 923 17,051,955,759 396
435 Otago, New Zealand 2016 999 31,815,813,586 403
436 Hawaii Kauai Survey 743 41,376,612,247 405
437 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,035 28,619,090,748 406
438 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 878 42,635,832,791 413
439 Queenstown, Otago, New Zealand 2016 1,233 57,156,618,581 421
440 California ARRA Lidar 776 35,391,169,805 422
441 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 858 63,268,905,308 433
442 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 576 5,261,757,087 437
443 Kilauea Volcano, HI June 2018 Acquisition 1,500 79,135,979,509 446
444 Teton Conservation District, Wyoming Lidar 953 53,811,176,932 448
445 Southland, New Zealand 2020-2024 1,718 113,857,286,438 450
446 Na Pali Coast, Kauai, Hawaii 814 47,620,624,978 460
447 Mapping the Kaibab Plateau, AZ 758 42,039,330,845 468
448 Israel Mediterranean Sharon sea cliff, 2006 626 3,538,448,931 470
449 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
450 Jemez River Basin Snow-off Lidar Survey 1,138 73,063,278,909 476
451 Taranaki, New Zealand 2021 2,075 87,148,525,601 482
452 West Coast, New Zealand 2020-2025 1,861 128,883,800,167 485
453 Yosemite Rim Fire lidar 2013 1,066 64,335,370,831 489
454 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
455 East Helanshan Fault, northern China 961 43,458,289,958 510
456 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,131 52,395,900,011 512
457 Northern San Andreas Fault, CA 1,158 30,547,813,436 516
458 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
459 Victor Harbour - South Australia, 2011 824 35,309,216,385 541
460 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,396 65,112,959,484 546
461 2010 Channel Islands Lidar Collection 1,536 123,277,716,574 546
462 Coastal Catchments, Otago, New Zealand 2021 2,910 68,014,960,088 555
463 Auckland South, New Zealand 2016-2017 1,492 75,576,242,516 571
464 Auckland Part 1, New Zealand 2024 1,913 84,615,081,082 575
465 Hawke's Bay, New Zealand 2020-2021 3,806 169,001,231,321 601
466 Yosemite National Park, CA: Rockfall Studies 1,230 62,942,119,682 607
467 Missisquoi Watershed Lidar 1,495 63,339,617,453 633
468 Sunset Crater Volcano National Monument, AZ 1,050 65,185,996,493 665
469 Northland, New Zealand 2018-2020 3,470 94,674,925,846 679
470 Austin, TX, Rapid Response, 2015 1,281 56,063,037,135 711
471 Meteor Crater, AZ 1,113 56,552,344,765 719
472 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,050 146,986,983,041 730
473 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,682 80,194,578,394 742
474 Kilauea Volcano, HI July 2018 Acquisition 1,746 113,185,677,059 751
475 EarthScope Intermountain Seismic Belt Lidar Project 1,589 83,658,779,516 754
476 Christchurch, Canterbury, New Zealand 2020-2021 2,502 119,631,908,582 770
477 Bay of Plenty, New Zealand 2019-2022 3,617 135,401,055,441 781
478 EarthScope Southern & Eastern California Lidar Project 4,147 112,351,367,084 797
479 2014 USFS Tahoe National Forest Lidar 2,154 135,878,151,403 833
480 Waikato, New Zealand 2021 9,067 287,069,217,490 854
481 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,591 114,976,328,407 868
482 St. Elis Mountains and Gulf of Alaska 1,805 82,879,131,664 881
483 B4 Project - Southern San Andreas and San Jacinto Faults 4,396 199,050,525,206 890
484 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,585 97,065,696,825 890
485 Hawaii Big Island Lidar Survey 1,642 90,312,703,003 906
486 Napa Watershed, CA 2,650 71,522,110,186 906
487 Canterbury, New Zealand 2020-2025 3,367 200,885,234,883 926
488 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,272 152,735,302,960 930
489 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,885 97,421,804,074 964
490 Utah Geological Survey Lidar 2,531 107,289,997,871 1,058
491 Auckland, New Zealand 2013 2,517 74,797,006,883 1,066
492 USBR Upper Columbia River Basin East 1,717 36,372,627,578 1,068
493 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,985 108,729,536,662 1,090
494 Wellington City, New Zealand 2019-2020 3,853 109,584,798,490 1,167
495 2015-2017 State of Utah Lidar Acquisition 2,833 115,152,781,756 1,192
496 Lake Tahoe Basin Lidar 4,348 179,127,106,519 1,330
497 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,235 185,650,923,738 1,349
498 Auckland North, New Zealand 2016-2018 5,788 242,270,452,963 1,459
499 EarthScope Northern California Lidar Project 4,161 135,231,410,001 1,577
500 Wellington, New Zealand 2013-2014 5,916 267,337,846,009 1,787
501 State of Utah Acquired Lidar Data - Wasatch Front 7,330 393,276,348,246 2,141
502 2005 San Diego Urban Region Lidar 5,002 127,344,596,294 2,213
503 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,962 822,106,726,360 5,589
504 2011 - 2013 Indiana Statewide Lidar 63,981 645,212,975,804 8,756
 
    All Datasets 345,455 13,411,242,766,677