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 19,136 829,177,736,166 5,653
2 2011 - 2013 Indiana Statewide Lidar 64,536 649,218,508,452 8,845
3 State of Utah Acquired Lidar Data - Wasatch Front 7,397 395,187,608,813 2,163
4 Waikato, New Zealand 2021 9,306 294,193,838,871 925
5 Wellington, New Zealand 2013-2014 5,979 269,875,101,670 1,811
6 Auckland North, New Zealand 2016-2018 5,800 242,353,003,986 1,463
7 Canterbury, New Zealand 2020-2025 3,531 214,599,004,985 974
8 B4 Project - Southern San Andreas and San Jacinto Faults 4,400 199,202,025,833 894
9 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,247 185,763,068,915 1,359
10 Lake Tahoe Basin Lidar 4,358 179,495,704,236 1,336
11 Hawke's Bay, New Zealand 2020-2021 3,816 169,297,193,326 607
12 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,284 153,395,915,108 940
13 Bay of Plenty, New Zealand 2019-2022 3,742 148,319,613,353 800
14 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,053 146,989,613,285 732
15 2014 USFS Tahoe National Forest Lidar 2,165 136,613,622,322 838
16 EarthScope Northern California Lidar Project 4,177 135,824,086,464 1,587
17 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
18 West Coast, New Zealand 2020-2025 1,912 130,296,499,220 500
19 2005 San Diego Urban Region Lidar 5,021 127,423,864,955 2,223
20 2010 Channel Islands Lidar Collection 1,623 123,546,400,217 568
21 Christchurch, Canterbury, New Zealand 2020-2021 2,586 123,460,715,235 792
22 Southland, New Zealand 2020-2024 1,799 116,840,856,041 464
23 2015-2017 State of Utah Lidar Acquisition 2,900 116,586,540,055 1,234
24 Wellington City, New Zealand 2019-2020 3,903 116,359,123,808 1,178
25 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,606 115,540,753,494 875
26 Kilauea Volcano, HI July 2018 Acquisition 1,793 115,186,382,962 777
27 EarthScope Southern & Eastern California Lidar Project 4,157 112,575,569,213 801
28 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 3,130 110,356,272,469 1,164
29 Utah Geological Survey Lidar 2,615 109,299,608,355 1,101
30 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,394 104,067,050,028 300
31 Marlborough, New Zealand 2020-2022 1,928 101,534,221,678 398
32 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,903 98,886,280,323 969
33 Northland, New Zealand 2018-2020 3,679 98,818,101,816 715
34 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,712 97,583,936,642 958
35 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 894 96,816,755,851 330
36 Auckland Part 1, New Zealand 2024 2,126 91,196,162,440 620
37 Taranaki, New Zealand 2021 2,207 90,884,613,566 499
38 Hawaii Big Island Lidar Survey 1,645 90,559,214,492 907
39 Kilauea Volcano, HI June 2018 Acquisition 1,871 90,222,115,204 522
40 Gisborne, New Zealand 2023 1,218 87,125,241,721 286
41 EarthScope Intermountain Seismic Belt Lidar Project 1,603 84,155,907,065 763
42 Tasman, New Zealand 2020-2022 1,188 83,222,367,423 306
43 St. Elis Mountains and Gulf of Alaska 1,806 83,058,092,832 882
44 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,685 80,725,547,179 744
45 Auckland South, New Zealand 2016-2017 1,508 76,258,276,350 575
46 Auckland, New Zealand 2013 2,536 75,112,787,772 1,075
47 Gisborne, New Zealand 2018-2020 1,225 73,540,415,111 319
48 Jemez River Basin Snow-off Lidar Survey 1,143 73,319,155,369 480
49 Napa Watershed, CA 2,659 71,714,116,301 912
50 Coastal Catchments, Otago, New Zealand 2021 3,005 68,394,355,925 571
51 Hawke’s Bay, New Zealand 2023 - 2024 1,650 67,377,787,181 314
52 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,424 65,788,328,825 557
53 Sunset Crater Volcano National Monument, AZ 1,057 65,615,241,007 670
54 Central U.S. ARRA Lidar, New Madrid Seismic Zone 626 64,444,702,920 170
55 Yosemite Rim Fire lidar 2013 1,070 64,433,122,364 491
56 Yosemite National Park, CA: Rockfall Studies 1,253 63,863,895,849 612
57 Missisquoi Watershed Lidar 1,504 63,539,440,484 638
58 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 867 63,522,494,525 439
59 Queenstown, Otago, New Zealand 2016 1,246 57,877,962,340 424
60 Austin, TX, Rapid Response, 2015 1,362 57,278,368,884 770
61 Meteor Crater, AZ 1,115 56,645,493,143 719
62 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 705 55,059,028,240 252
63 2010 Salton Sea Lidar Collection 531 54,142,765,304 189
64 Teton Conservation District, Wyoming Lidar 955 53,831,444,834 450
65 2013 USFS Tahoe National Forest Lidar 1,159 53,460,262,515 376
66 Palmerston North, Manawatu-Whanganui, New Zealand 2018 900 52,589,766,403 272
67 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,134 52,534,836,535 515
68 Na Pali Coast, Kauai, Hawaii 817 47,660,415,252 462
69 New Madrid Seismic Zone 516 45,875,140,669 222
70 Lidar Survey of Middle Usumacinta Region, Mexico 578 45,457,211,967 288
71 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 683 44,807,748,298 273
72 EarthScope Alaska Denali Totschunda Lidar Project 827 44,314,823,962 308
73 East Helanshan Fault, northern China 962 43,482,179,860 511
74 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 891 43,365,049,075 418
75 Mapping the Kaibab Plateau, AZ 766 42,263,913,592 475
76 Marlborough, New Zealand 2018 664 42,187,621,628 240
77 Auckland Part 2, New Zealand 2024 839 42,157,139,574 285
78 Hawaii Kauai Survey 745 41,620,136,704 407
79 Hutt City, Wellington, New Zealand 2021 973 41,217,042,038 312
80 Northland, New Zealand 2024 749 39,806,209,701 211
81 Waikato, New Zealand 2024 757 39,735,984,495 266
82 USFS Freds Fire Lidar, CA 2015 222 39,560,582,649 41
83 Hamilton, Waikato, New Zealand 2019 972 39,270,372,691 318
84 Southwest Flank of Mt.Rainier, WA 601 39,246,960,305 356
85 Kapiti Coast, Wellington, New Zealand 2021 654 37,560,138,212 258
86 Banks Peninsula, Canterbury, New Zealand 2018-2019 677 36,960,238,532 303
87 USBR Upper Columbia River Basin East 1,731 36,688,869,618 1,074
88 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 787 35,737,906,995 337
89 California ARRA Lidar 776 35,391,169,805 422
90 Victor Harbour - South Australia, 2011 827 35,346,639,179 544
91 Kaikōura, Canterbury, New Zealand 2016 528 35,306,937,622 174
92 Canterbury, New Zealand 2018-2019 952 35,194,217,025 395
93 White Sands National Monument, NM: Lidar Survey of Dune Fields 904 35,062,150,437 379
94 Manawatu - Whanganui, New Zealand 2015-2016 830 33,299,450,494 310
95 2016 Solana Beach, CA Bluff Characterization Survey 676 33,203,815,612 372
96 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
97 Central Otago, Otago, New Zealand 2022-2023 490 32,305,519,531 176
98 Otago, New Zealand 2016 1,007 32,044,553,948 408
99 Northern San Andreas Fault, CA 1,164 30,620,839,039 519
100 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
101 2013 Balochistan earthquake, Pakistan 446 30,257,160,449 244
102 Surprise Valley, CA 412 30,244,039,582 229
103 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 580 30,231,552,621 320
104 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
105 Golden Bay, Tasman, New Zealand 2017 621 29,934,128,590 293
106 Death Valley National Park, CA: Badwater Basin 603 29,875,905,056 348
107 August 24, 2014 South Napa Earthquake 549 29,688,033,568 245
108 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 251 29,210,944,949 103
109 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 556 29,089,821,070 343
110 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,041 28,963,111,319 407
111 Nelson, New Zealand 2021 703 28,835,316,642 238
112 Trinity River, Texas 2015 572 28,763,720,801 304
113 Topographic Data Set: Klamath River, California 2018 344 28,742,880,104 158
114 Top of the South Flood, Nelson and Tasman, New Zealand 2022 622 28,698,670,629 192
115 Queenstown, Otago, New Zealand 2021 1,092 28,650,658,703 366
116 EarthScope Yakima Lidar Project 602 28,600,995,655 286
117 Hamilton, Waikato, New Zealand 2023 955 27,757,046,221 330
118 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 737 27,501,238,053 222
119 Slumgullion Landslide, Colorado (July 3, 2015) 495 26,743,165,544 172
120 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
121 Selwyn, Canterbury, New Zealand 2023 500 26,421,530,201 185
122 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
123 Upper Hutt City, Wellington, New Zealand 2021 428 26,284,049,946 165
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 372 25,544,845,947 247
127 Jemez River Basin Snow-on Lidar Survey 738 25,109,344,890 501
128 El Mayor-Cucapah Earthquake, Pleiades 2014 282 25,004,458,829 151
129 Slumgullion Landslide, Colorado (July 10, 2015) 362 23,971,430,307 193
130 Canterbury, New Zealand 2016-2017 682 23,852,853,135 330
131 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
132 2010 CU-Boulder Campus and Flatirons 727 23,119,553,664 400
133 West Rainier Seismic Zone, WA 537 22,666,127,290 293
134 Granite Dells, AZ 553 22,529,366,793 269
135 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 471 22,514,565,821 230
136 Manawatu - Whanganui, New Zealand 2022-2023 598 22,091,422,699 279
137 Porirua, Wellington, New Zealand 2023 668 22,084,507,679 256
138 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
139 Walker Fault System, Nevada, 2015 264 21,536,581,980 121
140 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 253 21,362,296,640 97
141 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
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 351 20,178,674,432 174
145 Bay of Plenty, New Zealand 2018-2019 883 19,655,827,251 363
146 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 256 19,509,151,014 113
147 Carrizo Plain Terrestrial Laser Scanning Dataset 250 19,348,677,438 170
148 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
149 Bay of Plenty, New Zealand 2024 849 19,013,746,746 267
150 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 457 18,950,005,207 223
151 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 237 18,419,493,816 148
152 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
153 Monitoring Woodland Ecosystems, Utah 2018 212 18,393,841,012 101
154 Wheeler Ridge, CA 180 18,315,589,170 99
155 Grand Junction, CO: Roan Plateau 329 18,228,975,772 206
156 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
157 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 509 17,616,361,961 281
158 Dunedin and Mosgiel, Otago, New Zealand 2021 942 17,143,726,558 402
159 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 299 17,105,004,546 169
160 Raleigh Peak, Colorado: May 2010 293 17,087,123,398 172
161 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
162 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 318 17,052,664,797 185
163 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 256 16,803,606,331 141
164 Kaikoura, Canterbury, New Zealand 2012 572 16,703,363,745 265
165 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
166 Manawatū - Whanganui, New Zealand 2024 201 16,646,563,974 86
167 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 316 16,632,256,114 179
168 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
169 Straight Cliffs Formation, South-Central Utah, 2016 291 16,049,396,504 189
170 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
171 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
172 Calhoun Critical Zone Observatory 2014 Leaf On Survey 270 15,734,371,747 113
173 Greybull, WY: Sheep Mountain Anticline 194 15,648,736,924 118
174 Banks Peninsula, Canterbury, New Zealand 2023 379 15,476,128,675 144
175 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 745 15,420,128,638 201
176 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
177 High Resolution Topography near Santa Cruz, CA 2017 176 15,044,835,595 88
178 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 212 14,704,115,298 122
179 Rapid Response to 2011 Mississippi Flood 163 14,667,155,731 78
180 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
181 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
182 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 356 14,418,344,691 173
183 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
184 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
185 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
186 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 255 13,937,979,048 125
187 Triangle Lake, OR: Earthquake Induced Landslide 217 13,694,870,963 126
188 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 234 13,567,857,411 129
189 USBR Upper Columbia River Basin West 301 13,484,907,161 160
190 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 305 13,480,334,471 162
191 NEON D17 Pacific Southwest- California 361 13,437,083,394 187
192 South Florida Everglades 312 13,333,187,364 210
193 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 281 13,228,371,898 175
194 Raplee Ridge, Utah 311 13,074,706,718 190
195 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 264 13,032,505,592 116
196 Southern California Bedrock Landscapes 2015 Airborne Lidar 211 12,865,028,879 121
197 Tasman Bay, Tasman, New Zealand 2022 410 12,672,757,197 132
198 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 393 12,438,256,182 190
199 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 252 12,387,810,174 160
200 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 366 12,345,980,814 153
201 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
202 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 254 11,951,249,169 140
203 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 130 11,908,022,128 71
204 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
205 Normal Fault Comparisons, Utah 2019 144 11,816,104,151 69
206 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
207 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
208 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 122 11,459,335,722 75
209 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 174 11,449,428,360 96
210 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
211 Lidar Survey of Dangermond Preserve, CA 126 11,397,143,057 71
212 Slumgullion Landslide, Colorado (July 7, 2015) 214 11,377,835,911 91
213 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 255 11,352,453,758 126
214 Kern Canyon Lidar Collection, CA 2008 206 11,293,678,973 119
215 Bedrock River Channels of the Taiwan Central Range, 2018-2020 218 11,234,450,087 99
216 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
217 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 256 11,130,301,252 174
218 Santa Maria River, AZ: Vegetation and channel form 198 11,127,933,598 129
219 Idaho Lidar Consortium (ILC): Clear Creek 170 11,057,157,784 76
220 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 209 11,003,242,303 107
221 Hydrologic Effects of Forest Restoration, WA 2021 156 10,717,606,358 81
222 Blenheim, Marlborough, New Zealand 2014 600 10,672,914,627 202
223 USFS San Gabriel Mountain Lidar, CA 2009 419 10,672,078,592 237
224 Quantifying Sediment Mobilization by Wildfire, CA 2025 204 10,627,696,295 87
225 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
226 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
227 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 418 10,511,057,366 109
228 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 159 10,477,564,018 92
229 Tauranga and Coast, Bay of Plenty, New Zealand 2015 787 10,456,720,468 336
230 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
231 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
232 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
233 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 201 9,971,455,534 127
234 Snake River, Wyoming 243 9,840,254,163 182
235 Plum Island, MA 405 9,784,732,028 259
236 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
237 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
238 Survey of Parts of Potomac and Susquehanna Rivers 486 9,720,049,196 346
239 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
240 Flathead Lake Biological Station, MT (May 2005) 272 9,626,532,474 187
241 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
242 Richmond and Motueka, Tasman, New Zealand 2015 515 9,596,076,273 171
243 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 205 9,558,789,957 88
244 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
245 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
246 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
247 1959 Hebgen Lake rupture (Montana) 162 9,358,076,355 94
248 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 295 9,339,891,935 148
249 Lincoln National Forest, NM: Floodplains in Fluvial Networks 152 9,226,681,983 91
250 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
251 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
252 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 167 9,121,193,227 116
253 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
254 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
255 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 294 9,009,276,616 201
256 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 80 8,974,428,045 32
257 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
258 White Canyon and Hite, Lake Powell, Utah 264 8,918,975,137 163
259 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
260 Mackenzie, Canterbury, New Zealand 2015 278 8,837,517,175 141
261 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
262 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
263 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
264 Wānaka, Otago, New Zealand 2022-2023 422 8,727,811,243 181
265 Sea Grass Beds, Apalachicola, FL 355 8,665,435,823 268
266 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 218 8,569,925,178 136
267 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
268 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
269 Central Otago, Otago, New Zealand 2021 99 8,217,559,443 48
270 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 158 8,205,895,875 92
271 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
272 High Resolution Mapping of Antelope Valley Ranch, CA. 160 8,205,235,002 84
273 Lake Isabella Lidar Collection, CA 2015 194 8,092,874,973 106
274 High Resolution Topography of House Range Fault, Utah 73 8,069,135,167 43
275 Point Classification for Hazard Applications: Mammoth Lakes, CA 169 8,008,445,776 123
276 Lassen Volcanic National Park, CA 2019 192 7,938,966,376 101
277 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 192 7,937,016,757 122
278 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
279 Lost River Fault at Doublespring Pass Rd, Idaho 2015 122 7,722,034,645 76
280 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 129 7,690,984,985 67
281 High Resolution SFM Topography of the Central San Andreas Fault, California 100 7,675,396,440 69
282 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 245 7,631,111,626 124
283 Topo-Bathymetric Data Set: Sacramento River, California 2023 135 7,627,805,168 71
284 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
285 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
286 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
287 Huntly, Waikato, New Zealand 2015-2019 191 7,468,657,180 96
288 Topographic stress controls, San Bernardino Mountains, CA 2017 221 7,448,679,077 128
289 Laytonville, CA lidar 2015 132 7,433,394,387 89
290 North Sister, OR: Collier Cone Lava Flow 174 7,411,388,769 94
291 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 143 7,391,869,795 90
292 Motueka River Valley, Tasman, New Zealand 2018-2019 208 7,368,416,746 86
293 Lidar Survey of the Kayenta Mine, AZ 2023 119 7,299,628,786 69
294 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
295 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
296 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 108 7,189,791,489 54
297 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 108 7,185,324,610 49
298 Big Creek, California 274 7,019,914,875 185
299 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
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 157 6,869,093,487 91
302 Lidar Survey of Paoha Island, CA 2023 127 6,836,308,279 87
303 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
304 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
305 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 76 6,557,078,425 43
306 Lidar Survey of the Black Hills Experimental Forest, South Dakota 526 6,415,378,066 329
307 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
308 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
309 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 154 6,276,329,363 121
310 Lake Bonneville, Utah 162 6,265,467,543 118
311 Lost River Fault Zone Near Borah Peak, Idaho 52 6,258,682,318 25
312 Great Smokey Mountains, NC 293 6,219,017,818 221
313 Lidar Survey of Lava Tubes, CA 2023 147 6,173,311,703 83
314 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
315 Hurunui Rivers, Canterbury, New Zealand 2013 211 6,127,471,049 116
316 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
317 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
318 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
319 Santa Clarita Topography 135 6,059,726,419 89
320 Northern California Coast: Slope Failure in Low and High Uplift Regions 133 6,008,520,680 83
321 Timaru Rivers, Canterbury, New Zealand 2014 151 5,993,376,782 94
322 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
323 Everglades National Park 160 5,889,548,375 124
324 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 61 5,884,188,586 38
325 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
326 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
327 Lidar Survey of the McKinley Mine, NM 2023 86 5,846,789,539 63
328 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
329 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
330 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
331 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
332 Oban, Stewart Island / Rakiura, New Zealand 2021 111 5,733,377,143 66
333 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
334 South Fork Eel River, CA Watershed Morphology 154 5,693,393,825 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 154 5,466,933,789 111
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 Airborne Laser Mapping of Yosemite National Park, CA, 2007 403 5,280,945,528 295
346 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 579 5,264,780,846 440
347 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
348 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 452 5,240,500,610 238
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 Mapping Landscape Evolution in the Ozarks, AR 2023 95 5,011,603,316 55
353 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 235 5,010,885,021 189
354 Lidar Survey of John Henry Mine, WA 2023 188 5,006,158,768 134
355 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 122 4,934,123,317 58
356 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 150 4,933,476,300 110
357 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
358 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
359 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
360 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
361 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 381 4,697,414,229 266
362 Hope Fault, NZ 2010 135 4,638,835,709 75
363 Truckee, CA: Sagehen Creek Snowpack Measurement 85 4,637,171,848 46
364 Waimakariri, Canterbury, New Zealand 2023 86 4,578,401,722 51
365 USFS North Happy Camp Complex Lidar, CA 2015 97 4,577,216,681 41
366 USFS Storrie Fire, CA 2013 75 4,475,879,456 38
367 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
368 Lidar Survey of Dump Creek, ID 2019 125 4,439,662,544 87
369 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
370 Lidar Survey of the Centralia Mine, WA 2023 108 4,436,091,692 79
371 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
372 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 48 4,255,434,688 33
373 Central Utah: Topographic Amplification of Earthquake Ground Motions 100 4,196,191,455 68
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) 264 4,097,312,748 158
377 West Coast and Hauraki Plains, Waikato, New Zealand 2015 192 4,095,524,765 126
378 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
379 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
380 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
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 137 3,790,847,622 93
388 Niobrara River, Nebraska 108 3,786,025,240 83
389 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
390 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
391 Measuring Lake Michigan Coastal Erosion, WI 2020 108 3,645,798,291 75
392 Israel Mediterranean Sharon sea cliff, 2006 633 3,620,183,118 477
393 Silver Plume, CO 240 3,599,618,947 183
394 USFS Kern Plateau Lidar, CA 2011 76 3,586,300,312 61
395 USFS Illilouette Basin Lidar, CA 2011 58 3,579,009,254 39
396 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 87 3,556,277,334 66
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 82 3,384,893,559 44
403 Sierra National Forest, CA: Soil Formation and Transport 204 3,333,135,167 144
404 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
405 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 82 3,286,892,053 45
406 Wairarapa Fault, NZ 2010 86 3,282,006,159 58
407 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
408 Repeat Mapping of Antelope Valley Ranch, CA, 2019 84 3,191,982,526 49
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 46 3,129,906,005 23
413 Structure from Motion data along the sSAF, Salt Creek, CA 2021 45 3,121,693,406 26
414 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
415 Lidar Survey of the San Pedro River, AZ 2021 75 3,044,449,798 55
416 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
417 USFS Storrie Fire, CA 2009 63 2,982,786,717 34
418 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
419 Tushar Mountains, Utah (1550 nm) 133 2,943,908,924 107
420 USFS Dinkey Creek Lidar, CA 2012 63 2,918,667,853 49
421 Mapping the Koyukuk River System, AK 2022 75 2,870,983,803 44
422 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
423 Riverside County Flood Control Apple Fire Lidar, CA 2020 92 2,718,726,795 61
424 Lidar Survey of Deltaic Wetlands, LA 2023 50 2,689,249,992 40
425 Agua Blanca Fault, Baja California, Mexico. 122 2,653,975,274 72
426 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 37 2,605,738,192 24
427 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 213 2,571,625,711 184
428 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 57 2,530,586,521 43
429 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
430 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 55 2,454,634,072 35
431 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
432 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
433 Airborne Laser Mapping of Independence Lake, CA 89 2,353,874,526 66
434 USFS South Creek Lidar, CA 2012 67 2,302,997,196 36
435 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 44 2,196,724,113 34
436 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 113 2,173,975,856 65
437 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
438 USFS Moores Flat Lidar, CA 2013 60 2,123,890,618 33
439 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
440 Wellington Fault, NZ 2010 118 2,113,131,347 95
441 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 66 2,104,051,148 56
442 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
443 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
444 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
445 Monitoring Tree Water Stress, CA 2025 17 1,871,331,209 15
446 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 93 1,855,058,774 73
447 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
448 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
449 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
450 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 49 1,722,336,516 39
451 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
452 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
453 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
454 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 87 1,659,438,621 47
455 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
456 Lidar Survey of Montreal, Quebec, Canada 2015 27 1,613,927,044 9
457 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 41 1,564,539,903 27
458 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
459 USFS Taliaferro Ridge Lidar, CA 2012 23 1,541,427,473 14
460 Granite Dells Terrestrial Laser Scanning Dataset 458 1,539,406,595 339
461 Channel Avulsion in Bishop, California 23 1,535,567,632 20
462 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
463 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 35 1,493,706,003 26
464 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
465 Pahrump Valley: California/Nevada State Line 85 1,430,163,772 67
466 USFS Taliaferro Ridge Lidar, CA 2013 30 1,418,973,185 22
467 Blind Canyon and Box Canyon, Twin Falls, ID 109 1,412,105,528 88
468 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
469 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
470 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
471 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
472 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
473 USFS Road46 Lidar, CA 2013 36 1,277,378,937 27
474 Landers Surface Rupture Terrestrial Laser Scanning Dataset 218 1,275,894,680 154
475 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 134 1,263,751,784 119
476 Topographic Signatures of Barrier Island Vulnerability, TX 2021 23 1,236,504,797 17
477 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
478 Lithologic Controls on Slot Canyon Formation, AZ 2025 16 1,157,590,804 11
479 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
480 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
481 USFS Deadman Creek Lidar, CA 2013 24 1,022,326,990 15
482 USFS Slides Glade Lidar, CA 2013 22 958,168,893 20
483 Tushar Mountains, Utah (532 nm) 40 948,576,292 33
484 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
485 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
486 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 21 772,240,918 20
487 USFS Dinkey Creek Lidar, CA 2010 24 759,250,805 23
488 USFS Mule Lidar, CA 2012 33 671,289,433 27
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 25 316,256,200 16
495 Change Detection Following the Palisades Fire, CA 2025 2 313,979,091 2
496 Riverside County Flood Control Apple Fire Lidar, CA 2022 24 262,509,631 16
497 USFS Summit Springs Lidar, CA 2013 17 248,509,953 14
498 Riverside County Flood Control Apple Fire Lidar, CA 2021 17 221,092,498 11
499 Western Hope Fault, NZ 2010 8 206,468,140 8
500 USFS Bean Hill Lidar, CA 2012 27 161,463,015 18
501 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
502 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
503 Lidar Survey of Caspar Creek, CA 2003 172 112,390,856 140
504 Photogrammetric Survey over Ridgecrest, CA 2018 4 79,959,861 4
505 Mobile Laser Scan over Ridgecrest, CA 2019 2 49,069,023 2
506 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
507 2007 LVIS Greenland 37 5,781,096 19
508 Spatiotemporal Dynamics of Carbon Accumulation Within the Wax Lake Delta, LA 2026 1 4,305,802 1
 
    All Datasets 351,748 13,635,473,627,712