Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed   ↓ No. of unique users
1 Oregon Department of Geology and Mineral Industries Lidar Program Data 19,017 824,425,987,882 5,613
2 2011 - 2013 Indiana Statewide Lidar 64,167 646,152,050,785 8,783
3 State of Utah Acquired Lidar Data - Wasatch Front 7,345 393,833,331,588 2,147
4 Waikato, New Zealand 2021 9,118 288,979,608,330 860
5 Wellington, New Zealand 2013-2014 5,938 269,110,791,067 1,798
6 Auckland North, New Zealand 2016-2018 5,792 242,273,072,871 1,460
7 Canterbury, New Zealand 2020-2025 3,417 202,958,209,675 942
8 B4 Project - Southern San Andreas and San Jacinto Faults 4,397 199,175,632,867 891
9 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,240 185,729,870,612 1,354
10 Lake Tahoe Basin Lidar 4,349 179,201,101,389 1,330
11 Hawke's Bay, New Zealand 2020-2021 3,810 169,038,355,679 603
12 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,274 152,735,991,046 931
13 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,051 146,987,019,992 730
14 Bay of Plenty, New Zealand 2019-2022 3,661 141,909,377,685 789
15 2014 USFS Tahoe National Forest Lidar 2,161 136,577,453,819 836
16 EarthScope Northern California Lidar Project 4,168 135,490,124,099 1,579
17 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
18 West Coast, New Zealand 2020-2025 1,879 129,218,822,708 493
19 2005 San Diego Urban Region Lidar 5,007 127,345,716,292 2,215
20 2010 Channel Islands Lidar Collection 1,537 123,313,602,048 547
21 Christchurch, Canterbury, New Zealand 2020-2021 2,528 121,946,684,439 780
22 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,596 115,319,024,641 870
23 2015-2017 State of Utah Lidar Acquisition 2,842 115,270,824,457 1,195
24 Southland, New Zealand 2020-2024 1,750 114,142,150,177 455
25 Kilauea Volcano, HI July 2018 Acquisition 1,767 114,113,765,327 769
26 EarthScope Southern & Eastern California Lidar Project 4,147 112,351,367,084 797
27 Wellington City, New Zealand 2019-2020 3,873 112,291,435,464 1,171
28 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,990 108,873,940,289 1,094
29 Utah Geological Survey Lidar 2,548 108,214,863,653 1,065
30 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
31 Marlborough, New Zealand 2020-2022 1,895 99,364,913,759 392
32 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,886 97,664,732,948 965
33 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,586 97,076,680,159 890
34 Northland, New Zealand 2018-2020 3,508 95,305,881,523 687
35 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 877 94,470,003,606 326
36 Hawaii Big Island Lidar Survey 1,642 90,312,703,003 906
37 Taranaki, New Zealand 2021 2,114 89,708,810,051 491
38 Auckland Part 1, New Zealand 2024 1,971 86,078,859,299 586
39 Gisborne, New Zealand 2023 1,199 86,026,676,800 284
40 EarthScope Intermountain Seismic Belt Lidar Project 1,593 83,770,379,842 757
41 St. Elis Mountains and Gulf of Alaska 1,805 82,879,131,664 881
42 Kilauea Volcano, HI June 2018 Acquisition 1,519 82,523,853,095 460
43 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,682 80,194,578,394 742
44 Tasman, New Zealand 2020-2022 1,151 75,911,538,296 299
45 Auckland South, New Zealand 2016-2017 1,493 75,579,490,386 571
46 Auckland, New Zealand 2013 2,521 74,983,379,682 1,068
47 Gisborne, New Zealand 2018-2020 1,224 73,539,806,887 319
48 Jemez River Basin Snow-off Lidar Survey 1,140 73,300,669,751 478
49 Napa Watershed, CA 2,653 71,697,946,236 909
50 Coastal Catchments, Otago, New Zealand 2021 2,931 68,199,970,605 561
51 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,412 65,359,540,558 552
52 Sunset Crater Volcano National Monument, AZ 1,052 65,281,018,948 666
53 Hawke’s Bay, New Zealand 2023 - 2024 1,563 64,934,982,448 294
54 Yosemite Rim Fire lidar 2013 1,069 64,428,329,438 490
55 Central U.S. ARRA Lidar, New Madrid Seismic Zone 625 64,416,988,374 169
56 Missisquoi Watershed Lidar 1,498 63,353,959,202 634
57 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 859 63,295,203,630 434
58 Yosemite National Park, CA: Rockfall Studies 1,230 62,942,119,682 607
59 Queenstown, Otago, New Zealand 2016 1,239 57,868,044,430 423
60 Meteor Crater, AZ 1,114 56,607,489,768 719
61 Austin, TX, Rapid Response, 2015 1,287 56,117,530,536 716
62 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 704 54,926,421,900 251
63 2010 Salton Sea Lidar Collection 524 54,089,421,748 186
64 Teton Conservation District, Wyoming Lidar 954 53,814,341,687 449
65 2013 USFS Tahoe National Forest Lidar 1,156 53,188,804,641 374
66 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,133 52,407,995,897 514
67 Palmerston North, Manawatu-Whanganui, New Zealand 2018 896 52,149,011,853 271
68 Na Pali Coast, Kauai, Hawaii 814 47,620,624,978 460
69 New Madrid Seismic Zone 514 45,868,153,238 220
70 EarthScope Alaska Denali Totschunda Lidar Project 825 44,252,672,449 306
71 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 674 43,753,470,133 267
72 East Helanshan Fault, northern China 961 43,458,289,958 510
73 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 879 42,636,286,694 414
74 Mapping the Kaibab Plateau, AZ 763 42,211,515,803 472
75 Hawaii Kauai Survey 744 41,581,484,967 406
76 Marlborough, New Zealand 2018 659 41,580,756,842 237
77 Auckland Part 2, New Zealand 2024 803 40,865,523,243 274
78 Hutt City, Wellington, New Zealand 2021 949 40,639,166,323 302
79 USFS Freds Fire Lidar, CA 2015 222 39,560,582,649 41
80 Southwest Flank of Mt.Rainier, WA 588 39,001,408,525 349
81 Hamilton, Waikato, New Zealand 2019 965 38,758,087,675 314
82 Waikato, New Zealand 2024 728 38,598,668,927 253
83 Kapiti Coast, Wellington, New Zealand 2021 645 37,166,888,736 255
84 Banks Peninsula, Canterbury, New Zealand 2018-2019 674 36,700,575,524 301
85 USBR Upper Columbia River Basin East 1,719 36,482,591,419 1,070
86 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 787 35,737,906,995 337
87 Lidar Survey of Middle Usumacinta Region, Mexico 515 35,410,193,575 277
88 California ARRA Lidar 776 35,391,169,805 422
89 Victor Harbour - South Australia, 2011 824 35,309,216,385 541
90 Kaikōura, Canterbury, New Zealand 2016 522 35,161,755,336 172
91 Northland, New Zealand 2024 665 34,618,746,693 204
92 Manawatu - Whanganui, New Zealand 2015-2016 821 33,138,966,238 308
93 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
94 2016 Solana Beach, CA Bluff Characterization Survey 669 32,824,542,366 368
95 White Sands National Monument, NM: Lidar Survey of Dune Fields 779 32,750,081,732 316
96 Canterbury, New Zealand 2018-2019 909 32,005,939,814 390
97 Otago, New Zealand 2016 1,002 31,989,789,986 406
98 Central Otago, Otago, New Zealand 2022-2023 476 31,939,863,132 174
99 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
100 Northern San Andreas Fault, CA 1,158 30,547,813,436 516
101 Surprise Valley, CA 412 30,244,039,582 229
102 2013 Balochistan earthquake, Pakistan 444 30,200,497,353 242
103 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
104 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
105 Death Valley National Park, CA: Badwater Basin 602 29,868,524,691 347
106 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
107 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
108 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 553 28,938,461,496 340
109 Queenstown, Otago, New Zealand 2021 1,081 28,630,756,827 362
110 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,036 28,624,599,297 406
111 Topographic Data Set: Klamath River, California 2018 340 28,621,324,746 155
112 EarthScope Yakima Lidar Project 590 28,559,217,536 284
113 Trinity River, Texas 2015 566 28,480,240,872 302
114 Top of the South Flood, Nelson and Tasman, New Zealand 2022 599 28,318,986,763 186
115 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 490 28,277,694,408 264
116 Nelson, New Zealand 2021 683 27,686,649,575 234
117 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 735 27,444,046,542 220
118 Hamilton, Waikato, New Zealand 2023 919 26,888,858,071 325
119 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
120 Slumgullion Landslide, Colorado (July 3, 2015) 490 26,374,986,678 169
121 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
122 Upper Hutt City, Wellington, New Zealand 2021 403 26,033,510,066 160
123 Selwyn, Canterbury, New Zealand 2023 492 26,001,761,492 181
124 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
125 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
126 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
127 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
128 El Mayor-Cucapah Earthquake, Pleiades 2014 277 24,876,512,909 147
129 Slumgullion Landslide, Colorado (July 10, 2015) 361 23,956,325,374 192
130 Canterbury, New Zealand 2016-2017 675 23,659,608,607 328
131 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
132 2010 CU-Boulder Campus and Flatirons 711 22,806,610,293 395
133 West Rainier Seismic Zone, WA 533 22,652,803,496 292
134 Granite Dells, AZ 552 22,525,555,141 268
135 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 469 22,479,306,464 228
136 Porirua, Wellington, New Zealand 2023 662 22,061,056,258 253
137 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
138 Manawatu - Whanganui, New Zealand 2022-2023 577 21,601,922,756 273
139 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
140 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
141 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
142 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
143 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
144 Mapping of San Gabriel Mountains, CA 2009 Fire 337 19,725,206,411 167
145 Bay of Plenty, New Zealand 2018-2019 870 19,637,366,953 357
146 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
147 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
148 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 454 18,925,368,086 221
149 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
150 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
151 Monitoring Woodland Ecosystems, Utah 2018 212 18,393,841,012 101
152 Wheeler Ridge, CA 180 18,315,589,170 99
153 Grand Junction, CO: Roan Plateau 327 17,969,097,116 204
154 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
155 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 507 17,600,706,863 279
156 Bay of Plenty, New Zealand 2024 787 17,585,837,343 250
157 Raleigh Peak, Colorado: May 2010 293 17,087,123,398 172
158 Dunedin and Mosgiel, Otago, New Zealand 2021 929 17,075,374,861 398
159 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
160 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
161 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
162 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
163 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
164 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 315 16,513,483,379 178
165 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
166 Manawatū - Whanganui, New Zealand 2024 187 16,301,274,127 82
167 Kaikoura, Canterbury, New Zealand 2012 565 16,165,790,637 262
168 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
169 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
170 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
171 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
172 Greybull, WY: Sheep Mountain Anticline 193 15,432,604,975 117
173 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 744 15,420,099,419 201
174 Banks Peninsula, Canterbury, New Zealand 2023 372 15,335,865,438 140
175 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
176 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
177 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
178 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
179 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
180 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 211 14,466,257,092 121
181 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
182 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
183 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
184 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 327 13,856,243,179 162
185 Triangle Lake, OR: Earthquake Induced Landslide 216 13,694,393,683 125
186 USBR Upper Columbia River Basin West 301 13,484,907,161 160
187 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 303 13,426,665,994 160
188 NEON D17 Pacific Southwest- California 359 13,423,633,466 185
189 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 231 13,334,463,483 127
190 South Florida Everglades 312 13,333,187,364 210
191 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 280 13,195,085,539 174
192 Raplee Ridge, Utah 310 12,961,028,475 189
193 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
194 Tasman Bay, Tasman, New Zealand 2022 394 12,534,389,945 129
195 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 392 12,432,005,478 190
196 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
197 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
198 Southern California Bedrock Landscapes 2015 Airborne Lidar 202 12,079,052,920 115
199 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 243 12,073,111,193 157
200 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
201 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
202 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
203 Normal Fault Comparisons, Utah 2019 133 11,610,479,090 60
204 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 125 11,470,564,061 68
205 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 122 11,459,335,722 75
206 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 174 11,449,428,360 96
207 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
208 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 168 11,432,358,486 75
209 Lidar Survey of Dangermond Preserve, CA 125 11,396,465,064 70
210 Slumgullion Landslide, Colorado (July 7, 2015) 213 11,362,731,618 90
211 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
212 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 256 11,130,301,252 174
213 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
214 Kern Canyon Lidar Collection, CA 2008 205 11,097,831,978 118
215 Idaho Lidar Consortium (ILC): Clear Creek 170 11,057,157,784 76
216 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 208 10,905,764,524 107
217 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
218 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
219 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
220 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
221 Blenheim, Marlborough, New Zealand 2014 598 10,544,301,593 201
222 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
223 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
224 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
225 USFS San Gabriel Mountain Lidar, CA 2009 400 10,260,869,156 230
226 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
227 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
228 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
229 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 173 10,035,093,330 117
230 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 191 9,990,918,643 92
231 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 197 9,949,376,717 126
232 Snake River, Wyoming 240 9,840,204,517 180
233 Quantifying Sediment Mobilization by Wildfire, CA 2025 190 9,805,924,244 80
234 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
235 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
236 Survey of Parts of Potomac and Susquehanna Rivers 475 9,665,915,602 341
237 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
238 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
239 Plum Island, MA 404 9,610,506,367 258
240 Richmond and Motueka, Tasman, New Zealand 2015 517 9,600,586,599 171
241 Flathead Lake Biological Station, MT (May 2005) 269 9,574,427,756 185
242 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
243 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 201 9,480,073,487 85
244 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
245 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
246 Bedrock River Channels of the Taiwan Central Range, 2018-2020 204 9,339,050,507 95
247 1959 Hebgen Lake rupture (Montana) 161 9,332,198,777 93
248 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
249 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
250 Lincoln National Forest, NM: Floodplains in Fluvial Networks 150 9,198,890,207 89
251 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
252 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
253 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
254 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
255 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
256 White Canyon and Hite, Lake Powell, Utah 264 8,918,975,137 163
257 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
258 Mackenzie, Canterbury, New Zealand 2015 277 8,837,184,495 140
259 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
260 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
261 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
262 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 284 8,700,841,087 198
263 Wānaka, Otago, New Zealand 2022-2023 418 8,662,606,339 180
264 Sea Grass Beds, Apalachicola, FL 341 8,639,128,692 264
265 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 217 8,568,020,965 135
266 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
267 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
268 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 135 8,211,488,837 98
269 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
270 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 155 8,196,863,928 89
271 High Resolution Mapping of Antelope Valley Ranch, CA. 158 8,192,491,267 82
272 High Resolution Topography of House Range Fault, Utah 73 8,069,135,167 43
273 Lake Isabella Lidar Collection, CA 2015 192 8,043,916,229 104
274 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
275 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 190 7,891,195,025 122
276 Central Otago, Otago, New Zealand 2021 93 7,861,840,741 46
277 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
278 Lassen Volcanic National Park, CA 2019 184 7,767,905,421 99
279 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
280 High Resolution SFM Topography of the Central San Andreas Fault, California 99 7,669,834,622 68
281 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
282 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 241 7,571,630,204 121
283 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
284 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 118 7,498,521,961 66
285 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
286 Laytonville, CA lidar 2015 132 7,433,394,387 89
287 North Sister, OR: Collier Cone Lava Flow 174 7,411,388,769 94
288 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 143 7,391,869,795 90
289 Huntly, Waikato, New Zealand 2015-2019 190 7,358,608,642 95
290 Motueka River Valley, Tasman, New Zealand 2018-2019 205 7,352,141,948 84
291 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
292 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
293 Topo-Bathymetric Data Set: Sacramento River, California 2023 133 7,234,152,755 69
294 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
295 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 107 7,005,111,980 54
296 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
297 Big Creek, California 272 6,978,510,657 183
298 Lidar Survey of the Kayenta Mine, AZ 2023 117 6,966,802,898 67
299 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 98 6,919,514,565 47
300 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
301 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
302 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
303 Lidar Survey of Paoha Island, CA 2023 124 6,742,444,751 85
304 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
305 Lidar Survey of the Black Hills Experimental Forest, South Dakota 524 6,380,057,840 328
306 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
307 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
308 Lake Bonneville, Utah 162 6,265,467,543 118
309 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
310 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 150 6,221,999,871 119
311 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 71 6,220,875,159 40
312 Great Smokey Mountains, NC 293 6,219,017,818 221
313 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
314 Hurunui Rivers, Canterbury, New Zealand 2013 210 6,127,367,255 115
315 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
316 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
317 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
318 Santa Clarita Topography 135 6,059,726,419 89
319 Lidar Survey of Lava Tubes, CA 2023 141 6,039,934,326 80
320 Timaru Rivers, Canterbury, New Zealand 2014 149 5,982,613,409 92
321 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
322 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
323 Everglades National Park 159 5,888,906,543 123
324 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
325 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
326 Lidar Survey of the McKinley Mine, NM 2023 85 5,843,931,248 62
327 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
328 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
329 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
330 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
331 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 60 5,745,036,532 38
332 Oban, Stewart Island / Rakiura, New Zealand 2021 108 5,729,729,492 64
333 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
334 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 99
335 Powder River, MT 2016 122 5,571,998,566 81
336 Lidar Survey of Sparta Earthquake Rupture, NC 2020 127 5,535,476,289 79
337 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
338 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 132 5,532,856,818 72
339 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
340 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
341 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
342 Alpine Fault, NZ 2015 57 5,439,913,926 31
343 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
344 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
345 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 578 5,263,777,871 439
346 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
347 Airborne Laser Mapping of Yosemite National Park, CA, 2007 398 5,224,907,532 293
348 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 449 5,224,795,491 237
349 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
350 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
351 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
352 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 233 4,941,665,672 187
353 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 149 4,921,270,318 109
354 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
355 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
356 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
357 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
358 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
359 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 381 4,697,414,229 266
360 Hope Fault, NZ 2010 135 4,638,835,709 75
361 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
362 Waimakariri, Canterbury, New Zealand 2023 84 4,576,997,337 50
363 USFS North Happy Camp Complex Lidar, CA 2015 96 4,571,621,157 40
364 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
365 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
366 Lidar Survey of Dump Creek, ID 2019 125 4,439,662,544 87
367 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
368 USFS Storrie Fire, CA 2013 72 4,351,901,293 37
369 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
370 Lidar Survey of John Henry Mine, WA 2023 173 4,328,431,214 124
371 Lidar Survey of the Centralia Mine, WA 2023 99 4,241,311,509 74
372 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
373 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
374 Kremmling, CO: Blue and Colorado River Confluence 213 4,149,994,440 158
375 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
376 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 263 4,079,121,108 157
377 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
378 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
379 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
380 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
381 Greys River, WY (1550 nm) 87 3,983,915,565 61
382 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
383 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
384 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
385 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
386 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 84 3,796,882,350 51
387 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
388 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
389 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
390 Measuring Lake Michigan Coastal Erosion, WI 2020 107 3,645,758,377 74
391 Silver Plume, CO 239 3,599,585,476 182
392 Niobrara River, Nebraska 107 3,577,758,793 82
393 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 87 3,556,277,334 66
394 Israel Mediterranean Sharon sea cliff, 2006 627 3,551,717,551 471
395 USFS Kern Plateau Lidar, CA 2011 74 3,525,067,765 59
396 USFS Illilouette Basin Lidar, CA 2011 57 3,492,227,961 38
397 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
398 Mayapan, Mexico 62 3,453,917,586 31
399 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
400 USFS Marble Valley Lidar, CA 2012 44 3,424,725,357 29
401 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
402 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
403 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
404 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
405 Wairarapa Fault, NZ 2010 86 3,282,006,159 58
406 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
407 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
408 Repeat Mapping of Antelope Valley Ranch, CA, 2019 82 3,182,855,181 47
409 West Bijou Creek, CO 130 3,173,129,392 91
410 Greys River, WY (532 nm) 77 3,153,507,043 39
411 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
412 USFS Lower Klamath Lidar, CA 2014 45 3,121,175,131 22
413 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
414 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
415 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
416 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
417 USFS Dinkey Creek Lidar, CA 2012 61 2,892,955,493 48
418 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
419 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
420 Mapping the Koyukuk River System, AK 2022 72 2,795,109,667 42
421 USFS Storrie Fire, CA 2009 60 2,791,334,474 33
422 Agua Blanca Fault, Baja California, Mexico. 122 2,653,975,274 72
423 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
424 Structure from Motion data along the sSAF, Salt Creek, CA 2021 43 2,641,535,516 25
425 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
426 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 212 2,549,922,013 183
427 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 57 2,530,586,521 43
428 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
429 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
430 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
431 Airborne Laser Mapping of Independence Lake, CA 89 2,353,874,526 66
432 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 44 2,196,724,113 34
433 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 112 2,152,488,246 64
434 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
435 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
436 Wellington Fault, NZ 2010 118 2,113,131,347 95
437 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
438 USFS Moores Flat Lidar, CA 2013 58 2,093,398,453 31
439 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
440 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
441 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
442 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
443 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 93 1,855,058,774 73
444 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 22 1,842,655,988 18
445 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
446 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
447 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
448 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 49 1,722,336,516 39
449 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
450 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
451 Riverside County Flood Control Apple Fire Lidar, CA 2020 71 1,684,959,567 49
452 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
453 Monitoring Tree Water Stress, CA 2025 13 1,623,160,276 11
454 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
455 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 86 1,568,341,678 46
456 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
457 Channel Avulsion in Bishop, California 23 1,535,567,632 20
458 Granite Dells Terrestrial Laser Scanning Dataset 455 1,531,327,620 336
459 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
460 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
461 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
462 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
463 Pahrump Valley: California/Nevada State Line 85 1,430,163,772 67
464 USFS Taliaferro Ridge Lidar, CA 2013 30 1,418,973,185 22
465 Blind Canyon and Box Canyon, Twin Falls, ID 109 1,412,105,528 88
466 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
467 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
468 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
469 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
470 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
471 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
472 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
473 USFS Road46 Lidar, CA 2013 35 1,238,838,435 26
474 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 132 1,237,254,392 117
475 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
476 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
477 Topographic Signatures of Barrier Island Vulnerability, TX 2021 18 1,087,199,269 15
478 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
479 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
480 USFS Deadman Creek Lidar, CA 2013 24 1,022,326,990 15
481 Tushar Mountains, Utah (532 nm) 40 948,576,292 33
482 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
483 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
484 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
485 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
486 USFS Mule Lidar, CA 2012 33 671,289,433 27
487 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 17 665,594,224 16
488 Lithologic Controls on Slot Canyon Formation, AZ 2025 5 615,202,083 5
489 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
490 USFS Mule Lidar, CA 2013 30 435,914,994 17
491 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
492 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
493 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
494 Mapping Coastal Dune Erosion, CA 2025 15 302,669,869 12
495 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
496 Western Hope Fault, NZ 2010 8 206,468,140 8
497 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
498 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
499 Riverside County Flood Control Apple Fire Lidar, CA 2022 15 138,912,621 12
500 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
501 Lidar Survey of Caspar Creek, CA 2003 167 107,952,114 135
502 Riverside County Flood Control Apple Fire Lidar, CA 2021 9 83,833,668 7
503 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
504 2007 LVIS Greenland 37 5,781,096 19
 
    All Datasets 346,850 13,467,546,094,983