Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Monitoring Tree Water Stress, CA 2025 1 15,439,471 1
2 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 1 38,368,101 1
3 Riverside County Flood Control Apple Fire Lidar, CA 2021 1 19,138 1
4 Riverside County Flood Control Apple Fire Lidar, CA 2022 1 30,062 1
5 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
6 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
7 Lithologic Controls on Slot Canyon Formation, AZ 2025 2 59,554,078 2
8 Riverside County Flood Control Apple Fire Lidar, CA 2020 8 197,859,182 6
9 Lidar Survey of Montreal, Quebec, Canada 2015 22 1,260,282,964 7
10 Western Hope Fault, NZ 2010 7 186,703,757 7
11 Structure from Motion data along the sSAF, Ferrum, CA 2021 11 242,775,648 8
12 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
13 USFS Deadman Creek Lidar, CA 2013 22 891,284,041 13
14 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
15 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
16 Topographic Signatures of Barrier Island Vulnerability, TX 2021 16 1,011,803,613 13
17 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 21 1,241,004,318 14
18 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
19 USFS Humbug Creek Lidar, CA 2013 24 3,923,910,611 15
20 USFS Bean Hill Lidar, CA 2012 25 152,641,176 16
21 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
22 USFS Mule Lidar, CA 2013 30 435,914,994 17
23 USFS Slides Glade Lidar, CA 2013 19 845,171,314 17
24 USFS Taliaferro Ridge Lidar, CA 2013 27 1,169,040,948 19
25 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
26 2007 LVIS Greenland 37 5,781,096 19
27 Quantitative Characterization of Dune-Dune Interactions, CA 2022 45 3,025,989,182 20
28 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
29 Channel Avulsion in Bishop, California 23 1,535,567,632 20
30 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
31 USFS East Branch East Weaver Creek Lidar, CA 2012 31 1,272,936,300 21
32 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
33 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
34 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 35 2,579,130,020 22
35 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
36 USFS Squaw Creek Lidar, CA 2013 27 786,103,391 22
37 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
38 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
39 USFS Power Fire Lidar, CA 2015 109 20,993,732,114 23
40 Structure from Motion data along the sSAF, Salt Creek, CA 2021 41 2,614,237,524 23
41 Sao Paulo, Brazil Lidar Survey 2017 37 4,083,953,144 23
42 USFS South Creek Lidar, CA 2012 36 1,560,423,188 23
43 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
44 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
45 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
46 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
47 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
48 USFS Moonlight Fire Lidar, CA 2013 67 3,295,759,123 26
49 USFS Mule Lidar, CA 2012 32 665,713,218 26
50 USFS Marble Valley Lidar, CA 2012 42 3,233,562,909 27
51 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 37 1,957,609,016 29
52 USFS Moores Flat Lidar, CA 2013 55 1,735,114,665 29
53 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 45 2,857,129,496 29
54 Alpine Fault, NZ 2015 56 5,318,113,156 30
55 Blacks Mountain Experimental Forest, CA 2009 49 1,331,278,042 30
56 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
57 Tushar Mountains, Utah (532 nm) 37 716,220,213 31
58 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
59 Central Alpine Fault, NZ 2010 49 1,253,521,847 31
60 Mayapan, Mexico 62 3,453,917,586 31
61 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
62 USFS Storrie Fire, CA 2009 58 2,770,039,556 31
63 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 45 4,215,200,797 32
64 USFS Illilouette Basin Lidar, CA 2011 49 2,801,341,075 32
65 Impact of Waterfall Formation on River Long Profiles, CA 2021 47 2,004,554,439 32
66 USFS Trout Creek Lidar, CA 2012 50 1,674,433,739 33
67 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
68 Lidar Survey of Deltaic Wetlands, LA 2023 45 2,597,730,249 36
69 USFS Mill Flat Creek Lidar, CA 2012 55 2,298,005,713 36
70 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
71 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
72 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
73 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 57 5,472,383,620 36
74 Lidar Survey Along the Calico Fault, CA 2023 52 3,440,458,815 37
75 Mapping the Koyukuk River System, AK 2022 64 2,245,483,402 37
76 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 68 5,891,484,106 37
77 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 46 1,552,840,782 37
78 Greys River, WY (532 nm) 72 3,148,512,802 37
79 USFS Oak Creek Lidar, CA 2012 61 2,686,800,436 39
80 Central Otago, Otago, New Zealand 2021 78 6,908,169,294 39
81 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
82 High Resolution Topography of House Range Fault, Utah 68 7,858,066,814 39
83 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 74 3,026,861,780 40
84 Marsden Point, Northland, New Zealand 2016 53 349,856,229 41
85 Merced, CA: Origin and Evolution of the Mima Mounds 51 2,085,725,580 41
86 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
87 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
88 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
89 USFS Meadow Valley Lidar, CA 2009 67 1,609,611,990 42
90 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 93 6,495,920,417 43
91 Waimakariri, Canterbury, New Zealand 2023 75 4,397,122,089 43
92 Lidar Survey of the McKinley Mine, NM 2023 60 4,028,767,398 43
93 High Resolution Topography over Gabilan Mesa, CA 2003 58 1,056,533,509 43
94 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
95 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
96 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
97 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
98 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 68 5,104,538,130 45
99 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 72 3,761,160,687 45
100 Repeat Mapping of Antelope Valley Ranch, CA, 2019 76 3,007,575,310 45
101 Mapping Landscape Evolution in the Ozarks, AR 2023 82 4,376,961,183 45
102 USFS Blodgett Forest Lidar, CA 2013 66 1,598,195,485 46
103 Cheviot and Hawarden, Canterbury, New Zealand 2015 71 1,547,756,135 46
104 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
105 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
106 Lidar Survey of the Kayenta Mine, AZ 2023 88 5,015,556,340 48
107 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
108 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
109 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
110 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
111 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 95 2,865,916,546 51
112 Lidar Survey of the San Pedro River, AZ 2021 71 2,877,270,624 51
113 USFS Kern Plateau Lidar, CA 2011 67 3,412,303,480 52
114 USFS Sims Fire Lidar, CA 2012 116 5,782,421,505 53
115 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
116 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
117 Change Detection of Post-fire Runoff Events, CA 2019 84 3,326,323,685 54
118 Oregon Coast Range: Sediment Storage in Debris-Flows 109 4,004,606,636 55
119 Normal Fault Comparisons, Utah 2019 127 11,249,804,983 55
120 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
121 Wairarapa Fault, NZ 2010 80 2,835,184,371 55
122 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
123 Topo-Bathymetric Data Set: Sacramento River, California 2023 107 5,914,876,223 57
124 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
125 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
126 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
127 Greys River, WY (1550 nm) 86 3,970,085,703 60
128 Idaho Lidar Consortium (ILC): Jack Waite Mine 110 5,505,525,627 60
129 Oban, Stewart Island / Rakiura, New Zealand 2021 102 5,696,901,052 60
130 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 110 6,325,006,772 60
131 Lidar Survey of the Centralia Mine, WA 2023 79 3,392,202,374 61
132 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
133 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 107 2,143,483,296 62
134 Lidar Survey of Dangermond Preserve, CA 117 10,918,184,840 62
135 Pahrump Valley: California/Nevada State Line 80 1,216,825,056 63
136 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
137 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 118 10,612,220,507 64
138 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
139 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 99 4,842,432,554 64
140 Quantifying Sediment Mobilization by Wildfire, CA 2025 111 8,687,011,160 65
141 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
142 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
143 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
144 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 124 5,414,145,122 66
145 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
146 Little San Bernardino Mountains, Joshua Tree National Park, California 97 6,127,461,612 67
147 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 157 9,844,580,313 67
148 Lidar Survey of the Sierra Nevada Mountains, CA 2012 98 4,805,863,630 67
149 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 88 1,653,812,334 68
150 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 105 3,859,354,108 69
151 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
152 Agua Blanca Fault, Baja California, Mexico. 119 2,486,285,767 69
153 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
154 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
155 Hope Fault, NZ 2010 120 4,195,764,762 71
156 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
157 Measuring Lake Michigan Coastal Erosion, WI 2020 105 3,546,939,307 72
158 Lidar Survey of Lava Tubes, CA 2023 121 5,175,657,471 72
159 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
160 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
161 Idaho Lidar Consortium (ILC): Clear Creek 168 11,032,636,463 74
162 Lidar Survey of Sparta Earthquake Rupture, NC 2020 122 5,278,676,514 74
163 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
164 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
165 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
166 Manawatū - Whanganui, New Zealand 2024 169 15,283,504,780 75
167 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 176 10,571,791,655 75
168 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 160 7,226,767,135 75
169 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
170 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
171 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 120 5,497,554,055 77
172 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
173 Lidar Survey of Paoha Island, CA 2023 117 6,386,280,749 78
174 Powder River, MT 2016 120 5,548,123,474 79
175 Hydrologic Effects of Forest Restoration, WA 2021 151 10,643,494,090 79
176 Harper Lake Fault Slip Distribution, Central Mojave, CA 210 25,926,485,050 79
177 High Resolution Mapping of Antelope Valley Ranch, CA. 156 7,989,914,601 81
178 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 193 9,025,093,130 81
179 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 179 14,150,723,821 81
180 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 133 7,937,980,482 82
181 Niobrara River, Nebraska 107 3,577,758,793 82
182 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 241 32,497,106,014 82
183 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 197 8,858,311,550 82
184 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
185 Lemhi Watershed - US Bureau of Reclamation 200 9,055,042,161 83
186 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
187 USFS Willow Creek Lidar, CA 2012 123 4,951,959,451 84
188 Motueka River Valley, Tasman, New Zealand 2018-2019 200 7,247,624,637 84
189 Slumgullion Landslide, Colorado (July 7, 2015) 204 10,380,282,533 84
190 Lidar Survey of Dump Creek, ID 2019 122 4,256,343,338 84
191 Blind Canyon and Box Canyon, Twin Falls, ID 106 1,326,642,329 85
192 Bedrock River Channels of the Taiwan Central Range, 2018-2020 188 8,394,995,916 85
193 Lidar Survey of Caspar Creek, CA 2003 113 85,687,154 85
194 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
195 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 137 7,270,266,467 87
196 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
197 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
198 1959 Hebgen Lake rupture (Montana) 150 9,220,603,820 87
199 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
200 West Bijou Creek, CO 126 3,000,843,705 88
201 Santa Clarita Topography 133 5,819,046,906 88
202 Timaru Rivers, Canterbury, New Zealand 2014 146 5,966,882,506 89
203 Laytonville, CA lidar 2015 132 7,433,394,387 89
204 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
205 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 157 10,427,500,967 90
206 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 189 9,654,438,790 90
207 Mapping of Displacements Near Parkfield, California 157 11,776,807,202 90
208 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
209 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
210 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
211 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 128 7,903,156,351 92
212 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
213 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 171 11,381,032,974 93
214 Thames, Waikato, New Zealand 2017-2019 182 4,747,827,293 94
215 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
216 Huntly, Waikato, New Zealand 2015-2019 185 7,208,188,532 95
217 Wellington Fault, NZ 2010 118 2,113,131,347 95
218 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
219 Lidar Survey of John Henry Mine, WA 2023 141 3,419,914,163 96
220 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
221 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
222 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 141 9,541,250,166 97
223 Inyo Domes, CA lidar 2016 160 9,803,352,806 98
224 Wheeler Ridge, CA 179 18,294,682,259 98
225 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
226 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 205 5,866,300,113 98
227 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 161 9,718,695,154 98
228 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
229 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
230 Monitoring Woodland Ecosystems, Utah 2018 209 18,361,378,045 99
231 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
232 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
233 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
234 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 193 10,338,935,333 100
235 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
236 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
237 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
238 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
239 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
240 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
241 Tender Foot, MT: Hydrological Processes on Hill Slopes 196 8,762,273,491 105
242 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 144 4,915,283,167 106
243 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
244 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 415 10,413,279,420 107
245 Salsipuedes-Punta Morro, Baja California, Mexico 2014 174 1,586,893,008 107
246 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
247 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
248 Woodland-encroached sagebrush ecosystem, Nevada 155 8,693,029,646 109
249 Niwot Ridge Long-Term Ecological Research Site, Colorado 152 5,451,108,908 110
250 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
251 Surface Expression of the 1886 Charleston, South Carolina Earthquake 277 8,802,991,544 111
252 Calhoun Critical Zone Observatory 2014 Leaf On Survey 268 15,661,259,440 111
253 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
254 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
255 Southern California Bedrock Landscapes 2015 Airborne Lidar 198 12,041,301,458 112
256 Balclutha, Otago, New Zealand 2020 244 7,705,751,879 112
257 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
258 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 258 12,530,012,220 113
259 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 183 10,945,492,916 113
260 Hurunui Rivers, Canterbury, New Zealand 2013 208 6,033,531,391 114
261 Greybull, WY: Sheep Mountain Anticline 190 15,200,627,371 114
262 Tasman Bay, Tasman, New Zealand 2022 360 10,887,173,861 115
263 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 159 9,533,564,058 115
264 Ladron Peak, New Mexico Survey 148 6,854,593,016 115
265 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
266 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
267 Lake Bonneville, Utah 160 6,265,291,702 117
268 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 234 7,411,839,288 117
269 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 149 6,219,739,057 118
270 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 208 10,560,568,874 118
271 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
272 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 181 7,537,352,943 118
273 Furnace Creek Wash, Death Valley National Park, California 176 6,490,502,283 119
274 Point Classification for Hazard Applications: Mammoth Lakes, CA 166 7,948,499,401 120
275 Everglades National Park 157 5,659,129,594 121
276 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 167 4,352,207,968 122
277 Triangle Lake, OR: Earthquake Induced Landslide 211 13,539,976,730 122
278 Mapping of Diamond Fork River, UT 2017 197 10,807,071,963 122
279 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 193 9,512,327,090 123
280 West Coast and Hauraki Plains, Waikato, New Zealand 2015 187 3,989,216,722 123
281 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 247 6,746,384,125 123
282 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
283 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 222 13,207,785,317 124
284 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
285 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
286 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 196 8,120,120,132 127
287 Santa Maria River, AZ: Vegetation and channel form 196 11,101,001,545 128
288 Banks Peninsula, Canterbury, New Zealand 2023 340 14,539,390,610 129
289 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
290 Wax Lake Delta, Louisiana, USA 2013 257 17,595,781,005 133
291 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 246 7,517,343,570 133
292 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 240 11,347,369,256 134
293 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
294 Flathead Lake Biological Station, MT (September 2005) 219 9,507,871,618 134
295 Mackenzie, Canterbury, New Zealand 2015 267 8,538,123,804 135
296 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
297 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
298 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 254 16,738,398,765 139
299 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
300 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 241 26,285,998,740 141
301 Sierra National Forest, CA: Soil Formation and Transport 199 3,260,742,113 141
302 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 220 11,468,119,242 143
303 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 232 15,854,351,715 143
304 El Mayor-Cucapah Earthquake, Pleiades 2014 272 24,297,552,527 145
305 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 269 13,674,069,870 145
306 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 283 9,075,184,580 145
307 Wax Lake Delta, Louisiana, USA 2009 295 14,388,680,093 146
308 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 359 12,148,388,153 147
309 Topographic Data Set: Klamath River, California 2018 328 26,901,196,841 148
310 Upper Hutt City, Wellington, New Zealand 2021 384 25,608,265,872 149
311 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 260 15,297,690,404 150
312 Northern Walker Lane, CA Airborne Lidar Dataset 1,162 29,986,618,453 150
313 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
314 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 258 3,943,456,377 154
315 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 293 13,164,860,619 154
316 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 280 21,741,186,553 155
317 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 457 26,438,497,690 156
318 Kremmling, CO: Blue and Colorado River Confluence 211 4,106,812,345 156
319 Marlborough Fault System, South Island, New Zealand 310 18,892,100,235 156
320 Kaikōura, Canterbury, New Zealand 2016 469 32,285,539,636 158
321 Central Otago, Otago, New Zealand 2022-2023 426 28,843,233,358 159
322 USBR Upper Columbia River Basin West 301 13,484,907,161 160
323 White Canyon and Hite, Lake Powell, Utah 259 8,817,401,289 160
324 Slumgullion Landslide, Colorado (July 3, 2015) 473 24,218,948,161 160
325 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 243 9,982,740,682 162
326 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
327 Mapping of San Gabriel Mountains, CA 2009 Fire 333 19,556,013,555 164
328 Central U.S. ARRA Lidar, New Madrid Seismic Zone 620 64,174,833,010 165
329 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 232 10,151,314,547 165
330 Selwyn, Canterbury, New Zealand 2023 451 24,685,008,900 165
331 Wānaka, Otago, New Zealand 2022-2023 392 7,820,522,415 165
332 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
333 Northern Rockies, Montana lidar 2016 256 16,727,308,998 167
334 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
335 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
336 Richmond and Motueka, Tasman, New Zealand 2015 510 9,581,795,431 169
337 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
338 Idaho Lidar Consortium (ILC): Moscow Mountain 253 5,794,178,084 171
339 Northland, New Zealand 2024 490 26,940,953,037 171
340 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 276 12,898,956,932 172
341 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 364 21,139,002,862 173
342 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
343 Snake River, Wyoming 237 9,554,012,347 177
344 NEON D17 Pacific Southwest- California 347 13,044,467,788 178
345 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
346 Top of the South Flood, Nelson and Tasman, New Zealand 2022 556 24,945,059,047 181
347 Flathead Lake Biological Station, MT (May 2005) 264 9,437,680,494 181
348 Slumgullion Landslide, Colorado (July 10, 2015) 345 22,397,576,000 182
349 Silver Plume, CO 239 3,599,585,476 182
350 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 315 16,589,340,621 183
351 2010 Salton Sea Lidar Collection 520 54,061,352,185 183
352 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 226 4,939,510,237 183
353 Big Creek, California 272 6,978,510,657 183
354 Raplee Ridge, Utah 308 12,896,774,673 187
355 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 387 12,397,949,371 188
356 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
357 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 261 7,505,394,342 194
358 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
359 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
360 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 737 15,315,657,682 197
361 Blenheim, Marlborough, New Zealand 2014 581 10,448,404,102 199
362 Bay of Plenty, New Zealand 2024 628 14,002,738,119 199
363 Grand Junction, CO: Roan Plateau 323 17,934,806,652 200
364 USFS San Gabriel Mountain Lidar, CA 2009 361 9,649,391,117 202
365 South Florida Everglades 307 13,021,584,582 205
366 Southern Sierra Nevada Critical Zone Observatory: Snow Off 503 23,003,732,537 211
367 New Madrid Seismic Zone 505 45,336,397,697 212
368 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 443 18,717,847,642 212
369 Great Smokey Mountains, NC 285 5,959,284,485 214
370 Waikato, New Zealand 2024 558 32,871,387,324 217
371 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 732 27,367,687,899 218
372 Auckland Part 2, New Zealand 2024 657 36,279,137,071 220
373 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 467 22,426,340,248 226
374 Surprise Valley, CA 410 29,950,218,392 227
375 Nelson, New Zealand 2021 670 27,539,078,067 229
376 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 444 5,183,102,860 234
377 Marlborough, New Zealand 2018 652 41,535,077,890 234
378 2013 Balochistan earthquake, Pakistan 437 29,830,881,423 235
379 Manawatu - Whanganui, New Zealand 2022-2023 506 20,210,844,310 238
380 Porirua, Wellington, New Zealand 2023 616 21,219,441,869 241
381 August 24, 2014 South Napa Earthquake 546 29,677,516,103 243
382 Kapiti Coast, Wellington, New Zealand 2021 607 35,323,831,378 244
383 Hawke’s Bay, New Zealand 2023 - 2024 1,221 54,038,805,606 245
384 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 697 54,195,809,955 246
385 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
386 Poleta Folds, southern Deep Springs Valley, California 349 5,592,765,445 248
387 Lidar Survey of Middle Usumacinta Region, Mexico 481 32,755,758,453 257
388 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 481 27,566,970,090 257
389 Plum Island, MA 403 9,598,349,473 257
390 Gisborne, New Zealand 2023 1,076 81,392,910,465 258
391 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 373 4,543,005,747 258
392 Kaikoura, Canterbury, New Zealand 2012 557 16,112,230,390 259
393 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 657 43,186,975,421 260
394 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
395 Granite Dells, AZ 536 22,461,202,769 263
396 Palmerston North, Manawatu-Whanganui, New Zealand 2018 859 49,714,012,063 264
397 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 499 17,430,686,452 272
398 EarthScope Yakima Lidar Project 587 28,281,505,495 281
399 Hutt City, Wellington, New Zealand 2021 886 40,051,334,052 287
400 Airborne Laser Mapping of Yosemite National Park, CA, 2007 391 5,165,504,726 288
401 Tasman, New Zealand 2020-2022 1,098 74,077,931,705 288
402 West Rainier Seismic Zone, WA 527 22,557,208,824 290
403 Golden Bay, Tasman, New Zealand 2017 616 29,736,271,830 291
404 Hamilton, Waikato, New Zealand 2023 822 24,395,270,320 294
405 Manawatu - Whanganui, New Zealand 2015-2016 782 32,551,843,246 296
406 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,387 103,256,429,077 297
407 Banks Peninsula, Canterbury, New Zealand 2018-2019 670 36,548,798,523 298
408 Trinity River, Texas 2015 560 28,258,449,528 298
409 Idaho Lidar Consortium (ILC): St. Joe National Forest 445 17,966,584,911 301
410 EarthScope Alaska Denali Totschunda Lidar Project 815 42,979,365,709 302
411 White Sands National Monument, NM: Lidar Survey of Dune Fields 762 31,592,871,752 304
412 Hamilton, Waikato, New Zealand 2019 959 38,738,024,450 311
413 Gisborne, New Zealand 2018-2020 1,190 72,554,641,452 313
414 Canterbury, New Zealand 2016-2017 655 22,829,287,925 318
415 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 854 92,500,082,533 320
416 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
417 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 782 35,651,670,616 332
418 Granite Dells Terrestrial Laser Scanning Dataset 450 1,509,061,252 332
419 Tauranga and Coast, Bay of Plenty, New Zealand 2015 782 10,444,319,839 333
420 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 545 28,297,903,283 333
421 Survey of Parts of Potomac and Susquehanna Rivers 463 9,518,432,214 335
422 Death Valley National Park, CA: Badwater Basin 587 29,178,728,761 340
423 Southwest Flank of Mt.Rainier, WA 579 38,751,707,295 342
424 Queenstown, Otago, New Zealand 2021 1,016 27,378,077,822 348
425 2016 Solana Beach, CA Bluff Characterization Survey 639 31,364,145,323 353
426 Bay of Plenty, New Zealand 2018-2019 865 19,511,161,533 353
427 2013 USFS Tahoe National Forest Lidar 1,133 51,704,659,002 364
428 Marlborough, New Zealand 2020-2022 1,772 95,862,091,335 373
429 Canterbury, New Zealand 2018-2019 868 31,162,665,487 374
430 2010 CU-Boulder Campus and Flatirons 692 22,293,892,282 384
431 Dunedin and Mosgiel, Otago, New Zealand 2021 886 16,702,572,033 387
432 Otago, New Zealand 2016 978 31,416,646,108 391
433 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 842 39,778,611,253 397
434 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,018 27,939,286,719 399
435 Hawaii Kauai Survey 742 41,172,236,903 404
436 Queenstown, Otago, New Zealand 2016 1,221 57,052,895,043 413
437 California ARRA Lidar 771 34,946,706,214 419
438 Southland, New Zealand 2020-2024 1,583 107,977,520,268 425
439 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 851 62,753,204,613 429
440 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 569 5,139,409,315 430
441 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
442 Teton Conservation District, Wyoming Lidar 945 53,441,940,110 445
443 West Coast, New Zealand 2020-2025 1,723 119,990,851,989 448
444 Na Pali Coast, Kauai, Hawaii 807 46,912,965,795 455
445 Mapping the Kaibab Plateau, AZ 737 41,365,295,683 458
446 Israel Mediterranean Sharon sea cliff, 2006 609 3,399,699,536 458
447 Taranaki, New Zealand 2021 1,939 81,682,485,520 459
448 Auckland Part 1, New Zealand 2024 1,549 70,128,271,281 470
449 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 789 16,680,192,462 475
450 Jemez River Basin Snow-off Lidar Survey 1,137 73,060,178,455 475
451 Yosemite Rim Fire lidar 2013 1,061 63,782,720,104 484
452 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
453 East Helanshan Fault, northern China 951 42,645,524,338 502
454 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,120 52,330,525,473 508
455 Northern San Andreas Fault, CA 1,150 30,509,978,517 511
456 Coastal Catchments, Otago, New Zealand 2021 2,643 64,414,801,661 514
457 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,345 63,256,785,547 516
458 Lunar Crater Volcanic Field, Central Nevada 1,198 129,167,599,553 518
459 Victor Harbour - South Australia, 2011 812 34,805,565,766 531
460 2010 Channel Islands Lidar Collection 1,514 121,716,614,399 534
461 Auckland South, New Zealand 2016-2017 1,472 75,445,972,951 566
462 Hawke's Bay, New Zealand 2020-2021 3,774 168,328,318,858 594
463 Yosemite National Park, CA: Rockfall Studies 1,199 62,318,637,710 594
464 Missisquoi Watershed Lidar 1,468 62,719,887,470 615
465 Northland, New Zealand 2018-2020 3,217 90,247,069,169 657
466 Sunset Crater Volcano National Monument, AZ 1,046 64,772,480,054 661
467 Austin, TX, Rapid Response, 2015 1,251 55,512,588,493 697
468 Meteor Crater, AZ 1,094 55,468,232,362 708
469 Christchurch, Canterbury, New Zealand 2020-2021 2,316 115,637,995,239 709
470 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,034 146,041,445,492 721
471 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,678 80,056,585,638 738
472 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
473 EarthScope Intermountain Seismic Belt Lidar Project 1,579 83,528,617,095 748
474 Bay of Plenty, New Zealand 2019-2022 3,440 127,010,173,483 760
475 EarthScope Southern & Eastern California Lidar Project 4,113 109,694,046,400 785
476 Canterbury, New Zealand 2020-2025 2,994 184,565,168,102 790
477 Waikato, New Zealand 2021 7,857 149,631,935,073 804
478 2014 USFS Tahoe National Forest Lidar 2,101 130,159,792,422 817
479 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,581 114,336,104,839 860
480 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,527 94,605,011,870 875
481 St. Elis Mountains and Gulf of Alaska 1,788 81,655,520,901 876
482 B4 Project - Southern San Andreas and San Jacinto Faults 4,390 198,560,788,795 885
483 Hawaii Big Island Lidar Survey 1,631 89,103,877,901 898
484 Napa Watershed, CA 2,637 71,282,644,749 900
485 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,262 152,468,241,478 923
486 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,857 95,102,581,689 948
487 Utah Geological Survey Lidar 2,501 105,555,443,902 1,046
488 Auckland, New Zealand 2013 2,494 74,496,133,004 1,054
489 USBR Upper Columbia River Basin East 1,712 36,310,969,707 1,064
490 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,911 105,356,151,592 1,069
491 Wellington City, New Zealand 2019-2020 3,654 104,645,955,279 1,125
492 2015-2017 State of Utah Lidar Acquisition 2,781 112,811,854,408 1,158
493 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,152 184,583,962,799 1,311
494 Lake Tahoe Basin Lidar 4,306 177,426,447,965 1,314
495 Auckland North, New Zealand 2016-2018 5,743 240,776,398,686 1,448
496 EarthScope Northern California Lidar Project 4,110 134,114,968,565 1,542
497 Wellington, New Zealand 2013-2014 5,793 265,406,029,046 1,755
498 State of Utah Acquired Lidar Data - Wasatch Front 7,196 389,700,086,171 2,109
499 2005 San Diego Urban Region Lidar 4,921 125,892,923,775 2,170
500 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,655 793,936,180,393 5,496
501 2011 - 2013 Indiana Statewide Lidar 62,999 637,571,122,662 8,596
 
    All Datasets 335,348 12,952,561,851,663