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 18,696 794,902,443,709 5,510
2 2011 - 2013 Indiana Statewide Lidar 63,094 638,310,832,431 8,609
3 State of Utah Acquired Lidar Data - Wasatch Front 7,202 389,751,149,224 2,110
4 Wellington, New Zealand 2013-2014 5,801 265,457,735,935 1,756
5 Auckland North, New Zealand 2016-2018 5,749 240,878,162,315 1,450
6 B4 Project - Southern San Andreas and San Jacinto Faults 4,391 198,571,591,597 885
7 Canterbury, New Zealand 2020-2025 3,044 184,965,999,985 796
8 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,183 184,688,449,546 1,337
9 Lake Tahoe Basin Lidar 4,315 178,100,569,286 1,315
10 Hawke's Bay, New Zealand 2020-2021 3,779 168,505,019,560 594
11 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,265 152,530,745,364 926
12 Waikato, New Zealand 2021 7,878 149,798,725,123 808
13 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,034 146,041,445,492 721
14 EarthScope Northern California Lidar Project 4,119 134,195,624,987 1,546
15 2014 USFS Tahoe National Forest Lidar 2,112 131,022,136,464 824
16 Lunar Crater Volcanic Field, Central Nevada 1,198 129,167,599,553 518
17 Bay of Plenty, New Zealand 2019-2022 3,464 127,583,192,432 763
18 2005 San Diego Urban Region Lidar 4,938 126,003,795,795 2,175
19 2010 Channel Islands Lidar Collection 1,516 121,780,285,670 535
20 West Coast, New Zealand 2020-2025 1,734 120,537,040,926 453
21 Christchurch, Canterbury, New Zealand 2020-2021 2,332 115,998,778,409 712
22 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,583 114,396,205,165 861
23 2015-2017 State of Utah Lidar Acquisition 2,793 113,302,441,849 1,164
24 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
25 EarthScope Southern & Eastern California Lidar Project 4,114 109,699,098,908 786
26 Southland, New Zealand 2020-2024 1,593 108,562,473,252 425
27 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,918 105,795,472,411 1,071
28 Utah Geological Survey Lidar 2,508 105,579,046,640 1,051
29 Wellington City, New Zealand 2019-2020 3,669 104,809,390,784 1,129
30 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,387 103,256,429,077 297
31 Marlborough, New Zealand 2020-2022 1,779 95,943,325,989 374
32 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,857 95,102,581,689 948
33 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,533 94,914,409,441 877
34 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 862 93,027,304,365 321
35 Northland, New Zealand 2018-2020 3,248 90,570,373,221 660
36 Hawaii Big Island Lidar Survey 1,633 89,178,675,781 899
37 EarthScope Intermountain Seismic Belt Lidar Project 1,583 83,556,635,976 750
38 Gisborne, New Zealand 2023 1,089 81,894,312,106 262
39 Taranaki, New Zealand 2021 1,950 81,715,008,749 460
40 St. Elis Mountains and Gulf of Alaska 1,789 81,670,946,426 877
41 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,678 80,056,585,638 738
42 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
43 Auckland South, New Zealand 2016-2017 1,472 75,445,972,951 566
44 Auckland, New Zealand 2013 2,497 74,504,190,621 1,055
45 Tasman, New Zealand 2020-2022 1,099 74,083,832,605 289
46 Jemez River Basin Snow-off Lidar Survey 1,137 73,060,178,455 475
47 Gisborne, New Zealand 2018-2020 1,192 72,717,931,039 314
48 Auckland Part 1, New Zealand 2024 1,596 72,086,679,737 481
49 Napa Watershed, CA 2,638 71,284,458,539 901
50 Coastal Catchments, Otago, New Zealand 2021 2,687 65,119,041,198 523
51 Sunset Crater Volcano National Monument, AZ 1,047 64,819,078,794 662
52 Central U.S. ARRA Lidar, New Madrid Seismic Zone 620 64,174,833,010 165
53 Yosemite Rim Fire lidar 2013 1,062 64,019,410,928 485
54 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,348 63,563,933,813 517
55 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
56 Missisquoi Watershed Lidar 1,475 62,858,126,089 619
57 Yosemite National Park, CA: Rockfall Studies 1,204 62,353,427,810 596
58 Queenstown, Otago, New Zealand 2016 1,221 57,052,895,043 413
59 Austin, TX, Rapid Response, 2015 1,263 55,800,286,564 700
60 Meteor Crater, AZ 1,096 55,730,879,078 710
61 Hawke’s Bay, New Zealand 2023 - 2024 1,244 54,433,990,277 247
62 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 697 54,195,809,955 246
63 2010 Salton Sea Lidar Collection 520 54,061,352,185 183
64 Teton Conservation District, Wyoming Lidar 947 53,458,062,472 445
65 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,120 52,330,525,473 508
66 2013 USFS Tahoe National Forest Lidar 1,133 51,704,659,002 364
67 Palmerston North, Manawatu-Whanganui, New Zealand 2018 865 49,842,728,237 266
68 Na Pali Coast, Kauai, Hawaii 807 46,912,965,795 455
69 New Madrid Seismic Zone 505 45,336,397,697 212
70 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 661 43,244,032,344 260
71 East Helanshan Fault, northern China 954 43,171,140,065 504
72 EarthScope Alaska Denali Totschunda Lidar Project 815 42,979,365,709 302
73 Marlborough, New Zealand 2018 653 41,538,057,119 234
74 Mapping the Kaibab Plateau, AZ 742 41,422,453,627 460
75 Hawaii Kauai Survey 742 41,172,236,903 404
76 Hutt City, Wellington, New Zealand 2021 888 40,053,786,228 287
77 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 844 39,800,323,977 399
78 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
79 Southwest Flank of Mt.Rainier, WA 583 38,808,899,828 344
80 Hamilton, Waikato, New Zealand 2019 959 38,738,024,450 311
81 Banks Peninsula, Canterbury, New Zealand 2018-2019 670 36,548,798,523 298
82 Auckland Part 2, New Zealand 2024 674 36,453,881,560 223
83 USBR Upper Columbia River Basin East 1,714 36,321,993,181 1,065
84 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 783 35,652,225,182 333
85 Kapiti Coast, Wellington, New Zealand 2021 610 35,476,565,749 244
86 California ARRA Lidar 771 34,946,706,214 419
87 Victor Harbour - South Australia, 2011 813 34,821,268,969 532
88 Waikato, New Zealand 2024 570 33,077,931,659 220
89 Lidar Survey of Middle Usumacinta Region, Mexico 483 32,956,877,778 259
90 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 243 32,884,357,713 83
91 Manawatu - Whanganui, New Zealand 2015-2016 786 32,669,686,115 298
92 Kaikōura, Canterbury, New Zealand 2016 486 32,575,584,768 158
93 White Sands National Monument, NM: Lidar Survey of Dune Fields 764 31,629,303,319 305
94 2016 Solana Beach, CA Bluff Characterization Survey 641 31,440,902,614 354
95 Otago, New Zealand 2016 981 31,417,505,929 391
96 Canterbury, New Zealand 2018-2019 869 31,168,267,265 374
97 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
98 Northern San Andreas Fault, CA 1,153 30,529,259,093 513
99 Northern Walker Lane, CA Airborne Lidar Dataset 1,162 29,986,618,453 150
100 Surprise Valley, CA 410 29,950,218,392 227
101 2013 Balochistan earthquake, Pakistan 437 29,830,881,423 235
102 Golden Bay, Tasman, New Zealand 2017 616 29,736,271,830 291
103 August 24, 2014 South Napa Earthquake 546 29,677,516,103 243
104 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
105 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
106 Central Otago, Otago, New Zealand 2022-2023 431 29,156,091,311 160
107 Trinity River, Texas 2015 562 28,459,819,583 299
108 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 546 28,305,498,971 334
109 EarthScope Yakima Lidar Project 587 28,281,505,495 281
110 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
111 Queenstown, Otago, New Zealand 2021 1,024 27,614,961,793 350
112 Nelson, New Zealand 2021 671 27,609,254,901 230
113 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 481 27,566,970,090 257
114 Northland, New Zealand 2024 516 27,451,628,678 176
115 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 733 27,391,235,666 218
116 Topographic Data Set: Klamath River, California 2018 330 27,062,109,561 149
117 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 457 26,438,497,690 156
118 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 242 26,287,491,882 142
119 Harper Lake Fault Slip Distribution, Central Mojave, CA 210 25,926,485,050 79
120 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
121 Upper Hutt City, Wellington, New Zealand 2021 386 25,610,751,595 151
122 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
123 Hamilton, Waikato, New Zealand 2023 830 25,072,278,064 295
124 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
125 Top of the South Flood, Nelson and Tasman, New Zealand 2022 559 24,986,539,115 182
126 Selwyn, Canterbury, New Zealand 2023 456 24,920,907,005 168
127 Slumgullion Landslide, Colorado (July 3, 2015) 476 24,576,312,929 162
128 El Mayor-Cucapah Earthquake, Pleiades 2014 272 24,297,552,527 145
129 Southern Sierra Nevada Critical Zone Observatory: Snow Off 504 23,011,101,990 212
130 Canterbury, New Zealand 2016-2017 655 22,829,287,925 318
131 Slumgullion Landslide, Colorado (July 10, 2015) 347 22,700,144,759 184
132 West Rainier Seismic Zone, WA 527 22,557,208,824 290
133 2010 CU-Boulder Campus and Flatirons 693 22,516,319,275 385
134 Granite Dells, AZ 536 22,461,202,769 263
135 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 467 22,426,340,248 226
136 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 281 21,744,248,435 156
137 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
138 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
139 Porirua, Wellington, New Zealand 2023 629 21,328,202,080 242
140 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 364 21,139,002,862 173
141 USFS Power Fire Lidar, CA 2015 112 21,118,751,487 25
142 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
143 Manawatu - Whanganui, New Zealand 2022-2023 517 20,377,367,240 244
144 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
145 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
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 310 18,892,100,235 156
148 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 444 18,733,240,339 213
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 324 17,940,677,269 201
154 Wax Lake Delta, Louisiana, USA 2013 257 17,595,781,005 133
155 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 499 17,430,686,452 272
156 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
157 Northern Rockies, Montana lidar 2016 262 17,002,856,067 171
158 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
159 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 254 16,738,398,765 139
160 Dunedin and Mosgiel, Otago, New Zealand 2021 888 16,704,474,269 387
161 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 789 16,680,192,462 475
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 312 16,461,135,916 176
164 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
165 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
166 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
167 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 232 15,854,351,715 143
168 Calhoun Critical Zone Observatory 2014 Leaf On Survey 268 15,661,259,440 111
169 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
170 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 739 15,394,547,571 199
171 Manawatū - Whanganui, New Zealand 2024 170 15,308,747,963 75
172 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
173 Greybull, WY: Sheep Mountain Anticline 191 15,202,364,477 115
174 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
175 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
176 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
177 Banks Peninsula, Canterbury, New Zealand 2023 340 14,539,390,610 129
178 Wax Lake Delta, Louisiana, USA 2009 295 14,388,680,093 146
179 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
180 Bay of Plenty, New Zealand 2024 653 14,289,516,502 206
181 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 179 14,150,723,821 81
182 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 269 13,674,069,870 145
183 Triangle Lake, OR: Earthquake Induced Landslide 213 13,543,314,278 123
184 USBR Upper Columbia River Basin West 301 13,484,907,161 160
185 NEON D17 Pacific Southwest- California 349 13,333,879,767 179
186 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 222 13,207,785,317 124
187 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 293 13,164,860,619 154
188 South Florida Everglades 310 13,088,670,529 208
189 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 278 12,899,221,540 173
190 Raplee Ridge, Utah 308 12,896,774,673 187
191 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 259 12,548,560,899 114
192 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 387 12,397,949,371 188
193 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 359 12,148,388,153 147
194 Southern California Bedrock Landscapes 2015 Airborne Lidar 199 12,045,318,281 113
195 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
196 Mapping of Displacements Near Parkfield, California 157 11,776,807,202 90
197 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
198 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 248 11,658,149,693 136
199 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
200 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 221 11,481,569,799 144
201 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
202 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 172 11,381,706,949 94
203 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 186 11,310,547,285 116
204 Normal Fault Comparisons, Utah 2019 128 11,250,760,106 56
205 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
206 Tasman Bay, Tasman, New Zealand 2022 365 11,159,317,890 118
207 Santa Maria River, AZ: Vegetation and channel form 196 11,101,001,545 128
208 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
209 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
210 Mapping of Diamond Fork River, UT 2017 198 10,953,654,440 123
211 Lidar Survey of Dangermond Preserve, CA 117 10,918,184,840 62
212 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 119 10,654,526,233 65
213 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
214 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
215 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 208 10,560,568,874 118
216 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
217 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 246 10,489,463,582 164
218 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
219 Blenheim, Marlborough, New Zealand 2014 583 10,449,878,730 199
220 Tauranga and Coast, Bay of Plenty, New Zealand 2015 782 10,444,319,839 333
221 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 415 10,413,279,420 107
222 Slumgullion Landslide, Colorado (July 7, 2015) 205 10,409,111,573 85
223 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
224 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 232 10,151,314,547 165
225 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 160 10,098,996,627 69
226 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
227 Inyo Domes, CA lidar 2016 160 9,803,352,806 98
228 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 161 9,718,695,154 98
229 USFS San Gabriel Mountain Lidar, CA 2009 362 9,672,806,775 203
230 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 189 9,654,438,790 90
231 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
232 Plum Island, MA 404 9,610,506,367 258
233 Richmond and Motueka, Tasman, New Zealand 2015 511 9,587,703,896 169
234 Survey of Parts of Potomac and Susquehanna Rivers 464 9,572,488,326 336
235 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 160 9,557,039,497 116
236 Snake River, Wyoming 237 9,554,012,347 177
237 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 141 9,541,250,166 97
238 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
239 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 193 9,512,327,090 123
240 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
241 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
242 1959 Hebgen Lake rupture (Montana) 153 9,228,583,474 89
243 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
244 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
245 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 291 9,081,241,864 146
246 Lemhi Watershed - US Bureau of Reclamation 200 9,055,042,161 83
247 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 193 9,025,093,130 81
248 Tender Foot, MT: Hydrological Processes on Hill Slopes 201 9,008,509,927 109
249 Quantifying Sediment Mobilization by Wildfire, CA 2025 129 9,002,071,309 69
250 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
251 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
252 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
253 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 197 8,858,311,550 82
254 White Canyon and Hite, Lake Powell, Utah 259 8,817,401,289 160
255 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
256 Surface Expression of the 1886 Charleston, South Carolina Earthquake 277 8,802,991,544 111
257 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
258 Woodland-encroached sagebrush ecosystem, Nevada 155 8,693,029,646 109
259 Bedrock River Channels of the Taiwan Central Range, 2018-2020 192 8,667,074,567 87
260 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
261 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
262 Mackenzie, Canterbury, New Zealand 2015 267 8,538,123,804 135
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 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
266 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 196 8,120,120,132 127
267 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
268 Wānaka, Otago, New Zealand 2022-2023 399 8,032,931,525 170
269 High Resolution Mapping of Antelope Valley Ranch, CA. 156 7,989,914,601 81
270 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 134 7,976,642,178 83
271 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
272 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 129 7,912,691,994 93
273 High Resolution Topography of House Range Fault, Utah 68 7,858,066,814 39
274 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
275 Balclutha, Otago, New Zealand 2020 246 7,705,821,736 113
276 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
277 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
278 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 263 7,588,643,508 196
279 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 181 7,537,352,943 118
280 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 235 7,521,378,584 118
281 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 246 7,517,343,570 133
282 Laytonville, CA lidar 2015 132 7,433,394,387 89
283 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 137 7,270,266,467 87
284 Motueka River Valley, Tasman, New Zealand 2018-2019 201 7,260,964,900 84
285 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
286 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
287 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
288 Huntly, Waikato, New Zealand 2015-2019 185 7,208,188,532 95
289 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
290 Big Creek, California 272 6,978,510,657 183
291 Central Otago, Otago, New Zealand 2021 79 6,909,136,844 40
292 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
293 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
294 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
295 Ladron Peak, New Mexico Survey 148 6,854,593,016 115
296 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 251 6,762,661,191 124
297 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
298 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 93 6,495,920,417 43
299 Furnace Creek Wash, Death Valley National Park, California 176 6,490,502,283 119
300 Lidar Survey of Paoha Island, CA 2023 117 6,386,280,749 78
301 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
302 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
303 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 110 6,325,006,772 60
304 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
305 Lake Bonneville, Utah 160 6,265,291,702 117
306 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
307 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 149 6,219,739,057 118
308 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
309 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
310 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
311 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
312 Hurunui Rivers, Canterbury, New Zealand 2013 208 6,033,531,391 114
313 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
314 Timaru Rivers, Canterbury, New Zealand 2014 146 5,966,882,506 89
315 Great Smokey Mountains, NC 285 5,959,284,485 214
316 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
317 Topo-Bathymetric Data Set: Sacramento River, California 2023 107 5,914,876,223 57
318 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 68 5,891,484,106 37
319 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
320 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 205 5,866,300,113 98
321 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
322 Santa Clarita Topography 133 5,819,046,906 88
323 Idaho Lidar Consortium (ILC): Moscow Mountain 255 5,794,240,450 172
324 USFS Sims Fire Lidar, CA 2012 116 5,782,421,505 53
325 Oban, Stewart Island / Rakiura, New Zealand 2021 102 5,696,901,052 60
326 Everglades National Park 157 5,659,129,594 121
327 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
328 Poleta Folds, southern Deep Springs Valley, California 351 5,593,625,561 248
329 Idaho Lidar Consortium (ILC): Jack Waite Mine 112 5,556,450,057 61
330 Powder River, MT 2016 120 5,548,123,474 79
331 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
332 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
333 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
334 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 57 5,472,383,620 36
335 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
336 Niwot Ridge Long-Term Ecological Research Site, Colorado 152 5,451,108,908 110
337 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
338 Lidar Survey of Lava Tubes, CA 2023 123 5,377,220,915 72
339 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
340 Lidar Survey of Sparta Earthquake Rupture, NC 2020 123 5,355,166,351 75
341 Alpine Fault, NZ 2015 56 5,318,113,156 30
342 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 444 5,183,102,860 234
343 Airborne Laser Mapping of Yosemite National Park, CA, 2007 391 5,165,504,726 288
344 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 570 5,152,769,643 431
345 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 70 5,114,736,062 46
346 Lidar Survey of the Kayenta Mine, AZ 2023 89 5,021,753,013 49
347 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
348 USFS Willow Creek Lidar, CA 2012 125 4,959,488,556 85
349 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 226 4,939,510,237 183
350 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 145 4,919,060,638 107
351 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 99 4,842,432,554 64
352 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
353 Lidar Survey of the Sierra Nevada Mountains, CA 2012 98 4,805,863,630 67
354 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
355 Thames, Waikato, New Zealand 2017-2019 182 4,747,827,293 94
356 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
357 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 374 4,545,582,022 259
358 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
359 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
360 Mapping Landscape Evolution in the Ozarks, AR 2023 87 4,443,115,617 49
361 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
362 Waimakariri, Canterbury, New Zealand 2023 75 4,397,122,089 43
363 Hope Fault, NZ 2010 124 4,378,350,064 73
364 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 167 4,352,207,968 122
365 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
366 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
367 Lidar Survey of Dump Creek, ID 2019 123 4,264,925,778 85
368 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 45 4,215,200,797 32
369 Lidar Survey of the McKinley Mine, NM 2023 64 4,190,048,016 46
370 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
371 Kremmling, CO: Blue and Colorado River Confluence 211 4,106,812,345 156
372 Sao Paulo, Brazil Lidar Survey 2017 37 4,083,953,144 23
373 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
374 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
375 Oregon Coast Range: Sediment Storage in Debris-Flows 109 4,004,606,636 55
376 West Coast and Hauraki Plains, Waikato, New Zealand 2015 187 3,989,216,722 123
377 Greys River, WY (1550 nm) 86 3,970,085,703 60
378 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 258 3,943,456,377 154
379 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
380 USFS Humbug Creek Lidar, CA 2013 24 3,923,910,611 15
381 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
382 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
383 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 72 3,761,160,687 45
384 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
385 Change Detection of Post-fire Runoff Events, CA 2019 86 3,731,975,019 56
386 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
387 Measuring Lake Michigan Coastal Erosion, WI 2020 106 3,617,333,224 73
388 Silver Plume, CO 239 3,599,585,476 182
389 Niobrara River, Nebraska 107 3,577,758,793 82
390 Lidar Survey of John Henry Mine, WA 2023 148 3,553,098,533 102
391 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
392 Israel Mediterranean Sharon sea cliff, 2006 614 3,457,640,995 462
393 Mayapan, Mexico 62 3,453,917,586 31
394 Lidar Survey Along the Calico Fault, CA 2023 53 3,440,487,347 38
395 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
396 USFS Kern Plateau Lidar, CA 2011 67 3,412,303,480 52
397 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
398 Lidar Survey of the Centralia Mine, WA 2023 81 3,392,240,994 62
399 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
400 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
401 USFS Moonlight Fire Lidar, CA 2013 67 3,295,759,123 26
402 USFS Marble Valley Lidar, CA 2012 42 3,233,562,909 27
403 Greys River, WY (532 nm) 73 3,149,172,758 37
404 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
405 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
406 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 76 3,028,713,342 40
407 Quantitative Characterization of Dune-Dune Interactions, CA 2022 45 3,025,989,182 20
408 Repeat Mapping of Antelope Valley Ranch, CA, 2019 78 3,017,152,108 45
409 West Bijou Creek, CO 126 3,000,843,705 88
410 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
411 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
412 Lidar Survey of the San Pedro River, AZ 2021 72 2,890,162,733 52
413 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 95 2,865,916,546 51
414 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
415 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 45 2,857,129,496 29
416 Wairarapa Fault, NZ 2010 80 2,835,184,371 55
417 USFS Illilouette Basin Lidar, CA 2011 49 2,801,341,075 32
418 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
419 USFS Oak Creek Lidar, CA 2012 61 2,686,800,436 39
420 Structure from Motion data along the sSAF, Salt Creek, CA 2021 41 2,614,237,524 23
421 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
422 Lidar Survey of Deltaic Wetlands, LA 2023 45 2,597,730,249 36
423 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
424 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
425 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
426 Agua Blanca Fault, Baja California, Mexico. 119 2,486,285,767 69
427 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
428 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
429 USFS Mill Flat Creek Lidar, CA 2012 55 2,298,005,713 36
430 Mapping the Koyukuk River System, AK 2022 65 2,245,729,317 38
431 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 107 2,143,483,296 62
432 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
433 Wellington Fault, NZ 2010 118 2,113,131,347 95
434 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
435 Merced, CA: Origin and Evolution of the Mima Mounds 51 2,085,725,580 41
436 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
437 Impact of Waterfall Formation on River Long Profiles, CA 2021 47 2,004,554,439 32
438 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 37 1,957,609,016 29
439 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
440 USFS South Creek Lidar, CA 2012 41 1,925,858,365 25
441 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
442 USFS Moores Flat Lidar, CA 2013 55 1,735,114,665 29
443 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
444 USFS Trout Creek Lidar, CA 2012 52 1,675,476,808 34
445 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
446 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 90 1,653,864,464 70
447 USFS Meadow Valley Lidar, CA 2009 67 1,609,611,990 42
448 Salsipuedes-Punta Morro, Baja California, Mexico 2014 174 1,586,893,008 107
449 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 46 1,552,840,782 37
450 Cheviot and Hawarden, Canterbury, New Zealand 2015 71 1,547,756,135 46
451 Channel Avulsion in Bishop, California 23 1,535,567,632 20
452 Granite Dells Terrestrial Laser Scanning Dataset 451 1,514,038,977 333
453 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
454 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
455 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
456 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
457 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
458 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
459 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
460 Blacks Mountain Experimental Forest, CA 2009 49 1,331,278,042 30
461 Blind Canyon and Box Canyon, Twin Falls, ID 106 1,326,642,329 85
462 USFS East Branch East Weaver Creek Lidar, CA 2012 31 1,272,936,300 21
463 Lidar Survey of Montreal, Quebec, Canada 2015 22 1,260,282,964 7
464 Central Alpine Fault, NZ 2010 49 1,253,521,847 31
465 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
466 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
467 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 22 1,241,370,110 15
468 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
469 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
470 USFS Taliaferro Ridge Lidar, CA 2013 27 1,169,040,948 19
471 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
472 Topographic Signatures of Barrier Island Vulnerability, TX 2021 17 1,086,507,379 14
473 High Resolution Topography over Gabilan Mesa, CA 2003 58 1,056,533,509 43
474 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
475 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
476 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
477 USFS Slides Glade Lidar, CA 2013 19 845,171,314 17
478 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
479 USFS Squaw Creek Lidar, CA 2013 27 786,103,391 22
480 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
481 Tushar Mountains, Utah (532 nm) 37 716,220,213 31
482 USFS Mule Lidar, CA 2012 33 671,289,433 27
483 USFS Mule Lidar, CA 2013 30 435,914,994 17
484 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
485 Riverside County Flood Control Apple Fire Lidar, CA 2020 18 396,396,911 16
486 Marsden Point, Northland, New Zealand 2016 53 349,856,229 41
487 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 5 344,423,913 5
488 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
489 Structure from Motion data along the sSAF, Ferrum, CA 2021 11 242,775,648 8
490 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
491 Western Hope Fault, NZ 2010 8 206,468,140 8
492 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
493 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
494 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
495 Lidar Survey of Caspar Creek, CA 2003 117 91,729,881 88
496 Riverside County Flood Control Apple Fire Lidar, CA 2022 5 82,105,303 5
497 Lithologic Controls on Slot Canyon Formation, AZ 2025 2 59,554,078 2
498 Monitoring Tree Water Stress, CA 2025 1 15,439,471 1
499 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
500 2007 LVIS Greenland 37 5,781,096 19
501 Riverside County Flood Control Apple Fire Lidar, CA 2021 1 19,138 1
 
    All Datasets 336,505 12,981,836,501,320