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 18,918 819,515,624,577 5,573
2 2011 - 2013 Indiana Statewide Lidar 63,789 643,895,659,145 8,714
3 State of Utah Acquired Lidar Data - Wasatch Front 7,301 392,721,251,450 2,135
4 Waikato, New Zealand 2021 9,000 283,411,912,471 843
5 Wellington, New Zealand 2013-2014 5,883 266,335,450,060 1,777
6 Auckland North, New Zealand 2016-2018 5,774 242,054,379,347 1,456
7 B4 Project - Southern San Andreas and San Jacinto Faults 4,395 199,044,833,429 889
8 Canterbury, New Zealand 2020-2025 3,239 196,479,223,372 839
9 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,230 185,373,700,156 1,348
10 Lake Tahoe Basin Lidar 4,344 179,092,156,442 1,329
11 Hawke's Bay, New Zealand 2020-2021 3,796 168,892,692,013 598
12 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,272 152,735,302,960 930
13 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,044 146,419,078,405 727
14 EarthScope Northern California Lidar Project 4,155 134,972,880,466 1,574
15 2014 USFS Tahoe National Forest Lidar 2,144 134,655,345,598 830
16 Bay of Plenty, New Zealand 2019-2022 3,566 132,732,071,331 775
17 Lunar Crater Volcanic Field, Central Nevada 1,203 130,129,659,986 520
18 West Coast, New Zealand 2020-2025 1,829 127,964,395,938 472
19 2005 San Diego Urban Region Lidar 4,998 127,341,279,062 2,209
20 2010 Channel Islands Lidar Collection 1,531 122,560,119,350 542
21 Christchurch, Canterbury, New Zealand 2020-2021 2,432 117,964,990,420 737
22 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,589 114,927,797,875 866
23 2015-2017 State of Utah Lidar Acquisition 2,823 114,810,680,686 1,185
24 Southland, New Zealand 2020-2024 1,703 113,253,784,577 446
25 Kilauea Volcano, HI July 2018 Acquisition 1,743 112,855,524,261 750
26 EarthScope Southern & Eastern California Lidar Project 4,139 111,875,313,939 794
27 Wellington City, New Zealand 2019-2020 3,811 109,022,033,623 1,161
28 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,976 108,406,871,673 1,087
29 Utah Geological Survey Lidar 2,528 107,267,706,008 1,058
30 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
31 Marlborough, New Zealand 2020-2022 1,866 99,128,695,501 385
32 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,576 96,728,515,620 888
33 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,881 96,663,576,370 962
34 Northland, New Zealand 2018-2020 3,452 94,123,746,957 677
35 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 870 93,512,833,242 322
36 Hawaii Big Island Lidar Survey 1,640 90,069,888,660 904
37 Taranaki, New Zealand 2021 2,040 86,159,188,506 474
38 Gisborne, New Zealand 2023 1,166 85,089,448,439 275
39 EarthScope Intermountain Seismic Belt Lidar Project 1,589 83,658,779,516 754
40 St. Elis Mountains and Gulf of Alaska 1,805 82,879,131,664 881
41 Auckland Part 1, New Zealand 2024 1,816 80,903,203,206 551
42 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,681 80,193,596,209 741
43 Kilauea Volcano, HI June 2018 Acquisition 1,500 79,135,979,509 446
44 Auckland South, New Zealand 2016-2017 1,492 75,576,242,516 571
45 Tasman, New Zealand 2020-2022 1,135 75,126,704,606 294
46 Auckland, New Zealand 2013 2,511 74,787,316,543 1,063
47 Gisborne, New Zealand 2018-2020 1,211 73,460,760,892 318
48 Jemez River Basin Snow-off Lidar Survey 1,138 73,063,278,909 476
49 Napa Watershed, CA 2,649 71,520,360,217 906
50 Coastal Catchments, Otago, New Zealand 2021 2,867 67,905,115,453 551
51 Sunset Crater Volcano National Monument, AZ 1,049 65,003,687,083 664
52 Central U.S. ARRA Lidar, New Madrid Seismic Zone 625 64,416,988,374 169
53 Yosemite Rim Fire lidar 2013 1,065 64,287,026,436 488
54 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,353 63,886,075,067 521
55 Missisquoi Watershed Lidar 1,492 63,299,454,083 630
56 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
57 Yosemite National Park, CA: Rockfall Studies 1,226 62,937,831,072 607
58 Hawke’s Bay, New Zealand 2023 - 2024 1,428 60,234,450,297 276
59 Queenstown, Otago, New Zealand 2016 1,226 57,082,984,209 417
60 Meteor Crater, AZ 1,112 56,368,747,965 719
61 Austin, TX, Rapid Response, 2015 1,280 56,062,643,796 710
62 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 700 54,360,912,260 249
63 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
64 Teton Conservation District, Wyoming Lidar 949 53,710,550,376 446
65 2013 USFS Tahoe National Forest Lidar 1,150 52,428,982,803 371
66 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,131 52,395,900,011 512
67 Palmerston North, Manawatu-Whanganui, New Zealand 2018 886 52,061,098,056 269
68 Na Pali Coast, Kauai, Hawaii 813 47,399,713,963 459
69 New Madrid Seismic Zone 509 45,523,415,350 216
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 671 43,678,545,907 264
72 East Helanshan Fault, northern China 957 43,255,360,339 507
73 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 876 42,530,513,753 412
74 Mapping the Kaibab Plateau, AZ 756 41,790,262,629 466
75 Marlborough, New Zealand 2018 658 41,580,594,003 236
76 Hawaii Kauai Survey 743 41,376,612,247 405
77 Hutt City, Wellington, New Zealand 2021 931 40,445,998,058 295
78 Auckland Part 2, New Zealand 2024 770 39,715,990,536 263
79 USFS Freds Fire Lidar, CA 2015 218 39,489,828,888 38
80 Southwest Flank of Mt.Rainier, WA 585 38,854,000,157 346
81 Hamilton, Waikato, New Zealand 2019 961 38,739,522,524 312
82 Waikato, New Zealand 2024 682 37,270,579,920 247
83 Kapiti Coast, Wellington, New Zealand 2021 636 36,978,374,077 252
84 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
85 USBR Upper Columbia River Basin East 1,716 36,371,534,757 1,067
86 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 786 35,700,830,565 336
87 Victor Harbour - South Australia, 2011 821 35,202,319,102 538
88 California ARRA Lidar 775 35,130,102,701 421
89 Lidar Survey of Middle Usumacinta Region, Mexico 509 34,992,499,075 272
90 Kaikōura, Canterbury, New Zealand 2016 504 33,749,696,827 165
91 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
92 Manawatu - Whanganui, New Zealand 2015-2016 805 32,957,612,323 303
93 White Sands National Monument, NM: Lidar Survey of Dune Fields 776 32,696,419,771 314
94 2016 Solana Beach, CA Bluff Characterization Survey 661 32,483,507,539 363
95 Northland, New Zealand 2024 616 32,380,521,343 198
96 Otago, New Zealand 2016 992 31,665,089,172 400
97 Canterbury, New Zealand 2018-2019 894 31,442,965,654 385
98 Central Otago, Otago, New Zealand 2022-2023 458 30,813,193,030 169
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 2013 Balochistan earthquake, Pakistan 442 30,200,490,506 240
102 Northern Walker Lane, CA Airborne Lidar Dataset 1,165 30,128,683,244 151
103 Surprise Valley, CA 411 29,996,287,481 228
104 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
105 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
106 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
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 552 28,929,719,660 339
109 Topographic Data Set: Klamath River, California 2018 339 28,620,844,087 154
110 EarthScope Yakima Lidar Project 589 28,530,118,072 283
111 Trinity River, Texas 2015 565 28,477,044,220 301
112 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,023 28,292,755,770 401
113 Queenstown, Otago, New Zealand 2021 1,050 28,276,393,117 356
114 Top of the South Flood, Nelson and Tasman, New Zealand 2022 584 28,261,346,112 184
115 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 488 28,235,987,838 263
116 Nelson, New Zealand 2021 676 27,664,757,965 233
117 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 734 27,415,101,866 219
118 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
119 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
120 Slumgullion Landslide, Colorado (July 3, 2015) 487 26,230,567,493 167
121 Hamilton, Waikato, New Zealand 2023 889 26,051,633,046 315
122 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
123 Upper Hutt City, Wellington, New Zealand 2021 400 25,736,549,067 158
124 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
125 Selwyn, Canterbury, New Zealand 2023 482 25,536,962,297 176
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) 359 23,864,657,048 190
130 Southern Sierra Nevada Critical Zone Observatory: Snow Off 510 23,172,548,619 216
131 Canterbury, New Zealand 2016-2017 668 22,837,696,260 324
132 2010 CU-Boulder Campus and Flatirons 704 22,693,672,349 392
133 West Rainier Seismic Zone, WA 533 22,652,803,496 292
134 Granite Dells, AZ 548 22,504,829,366 266
135 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 469 22,479,306,464 228
136 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
137 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
138 Porirua, Wellington, New Zealand 2023 646 21,481,907,813 247
139 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
140 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
141 Manawatu - Whanganui, New Zealand 2022-2023 558 21,265,540,860 261
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 334 19,624,914,076 165
145 Bay of Plenty, New Zealand 2018-2019 868 19,578,552,830 355
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 452 18,913,500,596 219
149 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
150 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
151 Wheeler Ridge, CA 179 18,294,682,259 98
152 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
153 Grand Junction, CO: Roan Plateau 326 17,940,831,945 203
154 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
155 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 504 17,542,549,126 276
156 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
157 Raleigh Peak, Colorado: May 2010 292 17,057,417,293 171
158 Dunedin and Mosgiel, Otago, New Zealand 2021 913 17,006,603,112 394
159 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
160 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
161 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
162 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
163 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 314 16,511,964,067 177
164 Manawatū - Whanganui, New Zealand 2024 183 16,240,110,363 79
165 Preserving Mountains with Forest Management, CA 2020 225 16,209,404,226 128
166 Kaikoura, Canterbury, New Zealand 2012 561 16,150,900,853 260
167 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
168 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
169 Bay of Plenty, New Zealand 2024 735 15,880,994,430 232
170 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
171 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 156 15,483,739,977 103
172 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 743 15,419,519,471 200
173 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
174 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
175 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
176 Banks Peninsula, Canterbury, New Zealand 2023 354 14,795,195,451 134
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 206 14,309,188,131 118
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 273 13,958,804,396 147
184 Triangle Lake, OR: Earthquake Induced Landslide 214 13,578,957,593 124
185 USBR Upper Columbia River Basin West 301 13,484,907,161 160
186 NEON D17 Pacific Southwest- California 359 13,423,633,466 185
187 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 226 13,308,452,103 127
188 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 299 13,297,657,934 160
189 South Florida Everglades 311 13,167,574,392 209
190 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 279 13,065,201,606 174
191 Raplee Ridge, Utah 310 12,961,028,475 189
192 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 301 12,918,326,760 151
193 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
194 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 389 12,399,235,379 189
195 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
196 Tasman Bay, Tasman, New Zealand 2022 387 12,258,886,788 125
197 Rangiora, Canterbury, New Zealand 2014 378 12,157,176,251 197
198 Southern California Bedrock Landscapes 2015 Airborne Lidar 201 12,077,321,596 114
199 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 235 11,985,879,444 150
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 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
204 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
205 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 123 11,400,989,024 67
206 Lidar Survey of Dangermond Preserve, CA 125 11,396,465,064 70
207 Normal Fault Comparisons, Utah 2019 132 11,365,439,916 59
208 Slumgullion Landslide, Colorado (July 7, 2015) 211 11,267,695,465 88
209 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
210 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
211 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 166 11,085,143,016 73
212 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
213 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
214 Mapping of Diamond Fork River, UT 2017 202 10,983,983,396 125
215 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 253 10,899,609,967 171
216 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
217 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 202 10,680,351,286 103
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 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
222 Blenheim, Marlborough, New Zealand 2014 593 10,464,215,036 199
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 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
226 USFS San Gabriel Mountain Lidar, CA 2009 394 10,147,262,099 224
227 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
228 Southern Sierra Nevada Critical Zone Observatory: Snow On 226 10,019,139,720 109
229 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 197 9,949,376,717 126
230 Snake River, Wyoming 240 9,840,204,517 180
231 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 190 9,819,470,476 91
232 Quantifying Sediment Mobilization by Wildfire, CA 2025 185 9,790,640,966 77
233 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
234 Survey of Parts of Potomac and Susquehanna Rivers 474 9,665,788,213 340
235 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
236 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
237 Plum Island, MA 404 9,610,506,367 258
238 Richmond and Motueka, Tasman, New Zealand 2015 515 9,595,617,845 171
239 Flathead Lake Biological Station, MT (May 2005) 269 9,574,427,756 185
240 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
241 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
242 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
243 Bedrock River Channels of the Taiwan Central Range, 2018-2020 202 9,339,036,662 93
244 1959 Hebgen Lake rupture (Montana) 160 9,330,134,325 92
245 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 199 9,281,453,385 84
246 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
247 Tender Foot, MT: Hydrological Processes on Hill Slopes 204 9,243,130,684 112
248 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
249 Lincoln National Forest, NM: Floodplains in Fluvial Networks 149 9,197,417,793 88
250 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
251 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
252 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
253 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
254 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
255 White Canyon and Hite, Lake Powell, Utah 263 8,870,874,661 162
256 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
257 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
258 Surface Expression of the 1886 Charleston, South Carolina Earthquake 281 8,805,248,391 113
259 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
260 Mackenzie, Canterbury, New Zealand 2015 273 8,644,738,582 138
261 Sea Grass Beds, Apalachicola, FL 341 8,639,128,692 264
262 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
263 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
264 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
265 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 207 8,400,405,945 132
266 Wānaka, Otago, New Zealand 2022-2023 414 8,347,509,747 176
267 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 144 8,342,613,082 96
268 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
269 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 151 8,182,556,497 88
270 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 134 8,153,641,436 97
271 High Resolution Mapping of Antelope Valley Ranch, CA. 157 8,122,501,595 82
272 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
273 High Resolution Topography of House Range Fault, Utah 72 8,006,709,502 42
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 189 7,805,798,355 121
276 Balclutha, Otago, New Zealand 2020 251 7,766,106,430 116
277 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
278 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
279 High Resolution SFM Topography of the Central San Andreas Fault, California 98 7,659,003,573 67
280 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
281 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 240 7,567,034,292 120
282 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
283 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 164 7,480,158,297 78
284 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 115 7,466,765,284 63
285 Laytonville, CA lidar 2015 132 7,433,394,387 89
286 Central Otago, Otago, New Zealand 2021 87 7,389,052,690 43
287 Huntly, Waikato, New Zealand 2015-2019 189 7,358,185,891 95
288 Motueka River Valley, Tasman, New Zealand 2018-2019 204 7,349,616,075 84
289 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 139 7,293,116,532 89
290 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
291 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
292 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
293 Topo-Bathymetric Data Set: Sacramento River, California 2023 121 7,144,254,915 66
294 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
295 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 103 6,983,712,274 51
296 Big Creek, California 272 6,978,510,657 183
297 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 98 6,919,514,565 47
298 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
299 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
300 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
301 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
302 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
303 Lidar Survey of the Kayenta Mine, AZ 2023 111 6,607,730,912 62
304 Lidar Survey of Paoha Island, CA 2023 121 6,443,624,502 82
305 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
306 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
307 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
308 Lake Bonneville, Utah 160 6,265,291,702 117
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 Great Smokey Mountains, NC 291 6,155,525,344 219
312 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
313 Hurunui Rivers, Canterbury, New Zealand 2013 209 6,127,365,041 115
314 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
315 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
316 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
317 Santa Clarita Topography 135 6,059,726,419 89
318 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 70 5,999,479,029 39
319 Timaru Rivers, Canterbury, New Zealand 2014 149 5,982,613,409 92
320 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
321 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
322 Everglades National Park 159 5,888,906,543 123
323 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
324 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
325 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
326 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
327 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
328 Lidar Survey of Lava Tubes, CA 2023 139 5,821,898,111 78
329 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
330 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 60 5,745,036,532 38
331 Oban, Stewart Island / Rakiura, New Zealand 2021 106 5,727,974,584 63
332 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
333 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
334 Powder River, MT 2016 121 5,549,696,256 80
335 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
336 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
337 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
338 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
339 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
340 Lidar Survey of Sparta Earthquake Rupture, NC 2020 126 5,455,240,028 78
341 Alpine Fault, NZ 2015 57 5,439,913,926 31
342 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
343 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
344 Lidar Survey of the McKinley Mine, NM 2023 78 5,266,811,249 55
345 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
346 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 574 5,219,201,655 435
347 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
348 Airborne Laser Mapping of Yosemite National Park, CA, 2007 397 5,199,611,087 292
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 228 4,940,943,297 185
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 380 4,664,111,985 265
360 Hope Fault, NZ 2010 129 4,638,598,685 74
361 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
362 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
363 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
364 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
365 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
366 Waimakariri, Canterbury, New Zealand 2023 78 4,404,707,664 45
367 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
368 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
369 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
370 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
371 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
372 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
373 Kremmling, CO: Blue and Colorado River Confluence 212 4,108,461,751 157
374 Lidar Survey of John Henry Mine, WA 2023 162 4,090,934,630 115
375 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
376 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
377 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
378 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
379 Greys River, WY (1550 nm) 87 3,983,915,565 61
380 Lidar Survey of the Centralia Mine, WA 2023 96 3,960,661,002 71
381 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 260 3,954,658,396 156
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) 82 3,792,508,705 50
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 USFS Kern Plateau Lidar, CA 2011 73 3,521,527,984 58
394 Israel Mediterranean Sharon sea cliff, 2006 619 3,510,773,885 466
395 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 86 3,467,599,573 65
396 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
397 Mayapan, Mexico 62 3,453,917,586 31
398 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
399 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
400 USFS Illilouette Basin Lidar, CA 2011 56 3,379,106,398 37
401 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
402 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
403 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
404 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
405 Wairarapa Fault, NZ 2010 83 3,249,824,753 57
406 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
407 USFS Marble Valley Lidar, CA 2012 43 3,234,318,564 28
408 Greys River, WY (532 nm) 77 3,153,507,043 39
409 Repeat Mapping of Antelope Valley Ranch, CA, 2019 81 3,140,282,708 47
410 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
411 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
412 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
413 West Bijou Creek, CO 128 3,038,263,330 89
414 USFS Oak Creek Lidar, CA 2012 63 2,946,144,763 41
415 Paleo-Outburst Floods in the Truckee River Canyon, CA 122 2,936,044,810 75
416 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
417 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
418 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
419 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
420 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
421 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
422 Structure from Motion data along the sSAF, Salt Creek, CA 2021 43 2,641,535,516 25
423 Mapping the Koyukuk River System, AK 2022 69 2,605,826,767 40
424 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
425 Agua Blanca Fault, Baja California, Mexico. 120 2,535,130,260 70
426 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
427 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
428 Amberley, Canterbury, New Zealand 2012 106 2,492,329,568 67
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 87 2,312,084,116 65
432 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 42 2,153,070,311 33
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 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
444 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
445 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
446 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
447 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
448 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 92 1,678,018,819 72
449 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
450 Salsipuedes-Punta Morro, Baja California, Mexico 2014 177 1,615,791,269 110
451 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 47 1,570,202,004 38
452 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
453 Channel Avulsion in Bishop, California 23 1,535,567,632 20
454 Granite Dells Terrestrial Laser Scanning Dataset 453 1,521,372,170 335
455 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
456 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
457 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
458 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
459 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
460 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 84 1,390,049,826 44
461 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
462 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
463 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 23 1,364,667,986 16
464 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
465 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
466 Riverside County Flood Control Apple Fire Lidar, CA 2020 59 1,296,228,214 40
467 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
468 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
469 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
470 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 132 1,237,254,392 117
471 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 16 1,230,745,574 12
472 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
473 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
474 USFS Taliaferro Ridge Lidar, CA 2013 29 1,173,348,864 21
475 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
476 Topographic Signatures of Barrier Island Vulnerability, TX 2021 18 1,087,199,269 15
477 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
478 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
479 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
480 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
481 Tushar Mountains, Utah (532 nm) 39 881,336,633 32
482 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
483 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
484 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
485 Monitoring Tree Water Stress, CA 2025 7 731,023,125 6
486 USFS Mule Lidar, CA 2012 33 671,289,433 27
487 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 16 662,651,634 15
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 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
495 Western Hope Fault, NZ 2010 8 206,468,140 8
496 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
497 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
498 Riverside County Flood Control Apple Fire Lidar, CA 2022 13 125,032,305 10
499 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
500 Lidar Survey of Caspar Creek, CA 2003 128 98,498,775 98
501 Mapping Coastal Dune Erosion, CA 2025 5 53,475,362 5
502 Riverside County Flood Control Apple Fire Lidar, CA 2021 6 31,803,270 5
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 343,604 13,350,302,735,782