Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
2 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
3 Mapping Coastal Dune Erosion, CA 2025 5 53,475,362 5
4 Lithologic Controls on Slot Canyon Formation, AZ 2025 5 615,202,083 5
5 Riverside County Flood Control Apple Fire Lidar, CA 2021 6 31,803,270 5
6 Monitoring Tree Water Stress, CA 2025 7 731,023,125 6
7 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
8 Western Hope Fault, NZ 2010 8 206,468,140 8
9 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
10 Riverside County Flood Control Apple Fire Lidar, CA 2022 13 125,032,305 10
11 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
12 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 16 1,230,745,574 12
13 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
14 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
15 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
16 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
17 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 16 662,651,634 15
18 Topographic Signatures of Barrier Island Vulnerability, TX 2021 18 1,087,199,269 15
19 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
20 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 23 1,364,667,986 16
21 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
22 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
23 USFS Mule Lidar, CA 2013 30 435,914,994 17
24 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
25 2007 LVIS Greenland 37 5,781,096 19
26 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
27 Channel Avulsion in Bishop, California 23 1,535,567,632 20
28 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
29 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
30 USFS Taliaferro Ridge Lidar, CA 2013 29 1,173,348,864 21
31 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
32 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
33 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
34 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
35 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
36 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
37 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
38 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
39 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
40 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
41 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
42 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
43 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
44 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
45 Structure from Motion data along the sSAF, Salt Creek, CA 2021 43 2,641,535,516 25
46 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
47 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
48 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
49 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
50 USFS Mule Lidar, CA 2012 33 671,289,433 27
51 USFS Marble Valley Lidar, CA 2012 43 3,234,318,564 28
52 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
53 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
54 USFS Moores Flat Lidar, CA 2013 58 2,093,398,453 31
55 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
56 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
57 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
58 Mayapan, Mexico 62 3,453,917,586 31
59 Alpine Fault, NZ 2015 57 5,439,913,926 31
60 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
61 Tushar Mountains, Utah (532 nm) 39 881,336,633 32
62 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
63 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 42 2,153,070,311 33
64 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
65 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
66 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
67 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
68 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
69 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
70 USFS Illilouette Basin Lidar, CA 2011 56 3,379,106,398 37
71 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
72 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 60 5,745,036,532 38
73 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
74 USFS Freds Fire Lidar, CA 2015 218 39,489,828,888 38
75 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 47 1,570,202,004 38
76 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 70 5,999,479,029 39
77 Greys River, WY (532 nm) 77 3,153,507,043 39
78 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
79 Mapping the Koyukuk River System, AK 2022 69 2,605,826,767 40
80 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
81 Riverside County Flood Control Apple Fire Lidar, CA 2020 59 1,296,228,214 40
82 USFS Oak Creek Lidar, CA 2012 63 2,946,144,763 41
83 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
84 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
85 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
86 High Resolution Topography of House Range Fault, Utah 72 8,006,709,502 42
87 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
88 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
89 Central Otago, Otago, New Zealand 2021 87 7,389,052,690 43
90 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
91 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 84 1,390,049,826 44
92 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
93 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
94 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
95 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
96 Waimakariri, Canterbury, New Zealand 2023 78 4,404,707,664 45
97 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
98 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
99 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
100 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
101 Repeat Mapping of Antelope Valley Ranch, CA, 2019 81 3,140,282,708 47
102 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
103 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
104 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 98 6,919,514,565 47
105 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
106 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
107 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
108 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
109 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 103 6,983,712,274 51
110 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
111 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
112 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
113 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
114 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
115 Lidar Survey of the McKinley Mine, NM 2023 78 5,266,811,249 55
116 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
117 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
118 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
119 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
120 Wairarapa Fault, NZ 2010 83 3,249,824,753 57
121 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
122 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
123 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
124 USFS Kern Plateau Lidar, CA 2011 73 3,521,527,984 58
125 Normal Fault Comparisons, Utah 2019 132 11,365,439,916 59
126 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
127 Greys River, WY (1550 nm) 87 3,983,915,565 61
128 Lidar Survey of the Kayenta Mine, AZ 2023 111 6,607,730,912 62
129 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
130 Oban, Stewart Island / Rakiura, New Zealand 2021 106 5,727,974,584 63
131 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 115 7,466,765,284 63
132 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 112 2,152,488,246 64
133 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
134 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
135 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
136 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 86 3,467,599,573 65
137 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
138 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
139 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
140 Topo-Bathymetric Data Set: Sacramento River, California 2023 121 7,144,254,915 66
141 High Resolution SFM Topography of the Central San Andreas Fault, California 98 7,659,003,573 67
142 Amberley, Canterbury, New Zealand 2012 106 2,492,329,568 67
143 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 123 11,400,989,024 67
144 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
145 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
146 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
147 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
148 Agua Blanca Fault, Baja California, Mexico. 120 2,535,130,260 70
149 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
150 Lidar Survey of Dangermond Preserve, CA 125 11,396,465,064 70
151 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
152 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
153 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
154 Lidar Survey of the Centralia Mine, WA 2023 96 3,960,661,002 71
155 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 92 1,678,018,819 72
156 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 166 11,085,143,016 73
157 Hope Fault, NZ 2010 129 4,638,598,685 74
158 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
159 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
160 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
161 Measuring Lake Michigan Coastal Erosion, WI 2020 107 3,645,758,377 74
162 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
163 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
164 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
165 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
166 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
167 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
168 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
169 Quantifying Sediment Mobilization by Wildfire, CA 2025 185 9,790,640,966 77
170 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 164 7,480,158,297 78
171 Lidar Survey of Lava Tubes, CA 2023 139 5,821,898,111 78
172 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
173 Lidar Survey of Sparta Earthquake Rupture, NC 2020 126 5,455,240,028 78
174 Manawatū - Whanganui, New Zealand 2024 183 16,240,110,363 79
175 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
176 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
177 Powder River, MT 2016 121 5,549,696,256 80
178 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
179 Niobrara River, Nebraska 107 3,577,758,793 82
180 High Resolution Mapping of Antelope Valley Ranch, CA. 157 8,122,501,595 82
181 Lidar Survey of Paoha Island, CA 2023 121 6,443,624,502 82
182 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
183 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
184 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
185 Motueka River Valley, Tasman, New Zealand 2018-2019 204 7,349,616,075 84
186 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 199 9,281,453,385 84
187 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
188 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
189 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
190 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
191 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
192 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
193 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
194 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 151 8,182,556,497 88
195 Slumgullion Landslide, Colorado (July 7, 2015) 211 11,267,695,465 88
196 Lincoln National Forest, NM: Floodplains in Fluvial Networks 149 9,197,417,793 88
197 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
198 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 139 7,293,116,532 89
199 Santa Clarita Topography 135 6,059,726,419 89
200 West Bijou Creek, CO 128 3,038,263,330 89
201 Laytonville, CA lidar 2015 132 7,433,394,387 89
202 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
203 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
204 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
205 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 190 9,819,470,476 91
206 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
207 Timaru Rivers, Canterbury, New Zealand 2014 149 5,982,613,409 92
208 1959 Hebgen Lake rupture (Montana) 160 9,330,134,325 92
209 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
210 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
211 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
212 Bedrock River Channels of the Taiwan Central Range, 2018-2020 202 9,339,036,662 93
213 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
214 Huntly, Waikato, New Zealand 2015-2019 189 7,358,185,891 95
215 Wellington Fault, NZ 2010 118 2,113,131,347 95
216 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
217 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
218 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
219 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
220 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
221 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
222 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 134 8,153,641,436 97
223 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 145 8,342,738,651 97
224 Wheeler Ridge, CA 179 18,294,682,259 98
225 Lidar Survey of Caspar Creek, CA 2003 128 98,498,775 98
226 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
227 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
228 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
229 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
230 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
231 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
232 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
233 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
234 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
235 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
236 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
237 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
238 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 156 15,483,739,977 103
239 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
240 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 202 10,680,351,286 103
241 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
242 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
243 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
244 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
245 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
246 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
247 Southern Sierra Nevada Critical Zone Observatory: Snow On 226 10,019,139,720 109
248 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 149 4,921,270,318 109
249 Salsipuedes-Punta Morro, Baja California, Mexico 2014 177 1,615,791,269 110
250 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
251 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
252 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
253 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
254 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
255 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
256 Tender Foot, MT: Hydrological Processes on Hill Slopes 204 9,243,130,684 112
257 Surface Expression of the 1886 Charleston, South Carolina Earthquake 281 8,805,248,391 113
258 Southern California Bedrock Landscapes 2015 Airborne Lidar 201 12,077,321,596 114
259 Lidar Survey of John Henry Mine, WA 2023 162 4,090,934,630 115
260 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
261 Hurunui Rivers, Canterbury, New Zealand 2013 209 6,127,365,041 115
262 Balclutha, Otago, New Zealand 2020 251 7,766,106,430 116
263 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
264 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
265 Lake Bonneville, Utah 160 6,265,291,702 117
266 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
267 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 132 1,237,254,392 117
268 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
269 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 206 14,309,188,131 118
270 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
271 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 150 6,221,999,871 119
272 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
273 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 240 7,567,034,292 120
274 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
275 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 189 7,805,798,355 121
276 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
277 Everglades National Park 159 5,888,906,543 123
278 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
279 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
280 Triangle Lake, OR: Earthquake Induced Landslide 214 13,578,957,593 124
281 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
282 Mapping of Diamond Fork River, UT 2017 202 10,983,983,396 125
283 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
284 Tasman Bay, Tasman, New Zealand 2022 387 12,258,886,788 125
285 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 197 9,949,376,717 126
286 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 226 13,308,452,103 127
287 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
288 Preserving Mountains with Forest Management, CA 2020 225 16,209,404,226 128
289 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
290 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
291 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 207 8,400,405,945 132
292 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
293 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
294 Banks Peninsula, Canterbury, New Zealand 2023 354 14,795,195,451 134
295 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
296 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
297 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
298 Mackenzie, Canterbury, New Zealand 2015 274 8,652,654,577 139
299 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
300 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
301 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
302 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
303 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
304 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
305 El Mayor-Cucapah Earthquake, Pleiades 2014 277 24,876,512,909 147
306 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
307 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 273 13,958,804,396 147
308 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
309 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 235 11,985,879,444 150
310 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
311 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 301 12,918,326,760 151
312 Northern Walker Lane, CA Airborne Lidar Dataset 1,165 30,128,683,244 151
313 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
314 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
315 Topographic Data Set: Klamath River, California 2018 339 28,620,844,087 154
316 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 260 3,954,658,396 156
317 Kremmling, CO: Blue and Colorado River Confluence 212 4,108,461,751 157
318 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
319 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
320 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
321 Upper Hutt City, Wellington, New Zealand 2021 400 25,736,549,067 158
322 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 299 13,297,657,934 160
323 USBR Upper Columbia River Basin West 301 13,484,907,161 160
324 White Canyon and Hite, Lake Powell, Utah 263 8,870,874,661 162
325 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
326 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
327 Kaikōura, Canterbury, New Zealand 2016 504 33,749,696,827 165
328 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
329 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
330 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
331 Slumgullion Landslide, Colorado (July 3, 2015) 487 26,230,567,493 167
332 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
333 Central U.S. ARRA Lidar, New Madrid Seismic Zone 625 64,416,988,374 169
334 Central Otago, Otago, New Zealand 2022-2023 459 30,963,416,675 170
335 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 253 10,899,609,967 171
336 Richmond and Motueka, Tasman, New Zealand 2015 515 9,595,617,845 171
337 Raleigh Peak, Colorado: May 2010 292 17,057,417,293 171
338 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
339 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 279 13,065,201,606 174
340 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
341 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
342 Selwyn, Canterbury, New Zealand 2023 482 25,536,962,297 176
343 Wānaka, Otago, New Zealand 2022-2023 414 8,347,509,747 176
344 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 314 16,511,964,067 177
345 Snake River, Wyoming 240 9,840,204,517 180
346 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 209 2,512,262,933 181
347 Silver Plume, CO 239 3,599,585,476 182
348 Big Creek, California 272 6,978,510,657 183
349 Top of the South Flood, Nelson and Tasman, New Zealand 2022 584 28,261,346,112 184
350 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
351 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
352 Flathead Lake Biological Station, MT (May 2005) 269 9,574,427,756 185
353 NEON D17 Pacific Southwest- California 359 13,423,633,466 185
354 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 233 4,941,665,672 187
355 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
356 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 389 12,399,235,379 189
357 Raplee Ridge, Utah 310 12,961,028,475 189
358 Slumgullion Landslide, Colorado (July 10, 2015) 359 23,864,657,048 190
359 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
360 Rangiora, Canterbury, New Zealand 2014 378 12,157,176,251 197
361 Northland, New Zealand 2024 618 32,388,093,467 198
362 Blenheim, Marlborough, New Zealand 2014 593 10,464,215,036 199
363 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
364 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 743 15,419,519,471 200
365 Grand Junction, CO: Roan Plateau 326 17,940,831,945 203
366 South Florida Everglades 311 13,167,574,392 209
367 New Madrid Seismic Zone 509 45,523,415,350 216
368 Southern Sierra Nevada Critical Zone Observatory: Snow Off 510 23,172,548,619 216
369 Great Smokey Mountains, NC 291 6,155,525,344 219
370 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 734 27,415,101,866 219
371 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 452 18,913,500,596 219
372 USFS San Gabriel Mountain Lidar, CA 2009 394 10,147,262,099 224
373 Surprise Valley, CA 411 29,996,287,481 228
374 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 469 22,479,306,464 228
375 Bay of Plenty, New Zealand 2024 736 15,881,009,750 232
376 Nelson, New Zealand 2021 676 27,664,757,965 233
377 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
378 Marlborough, New Zealand 2018 658 41,580,594,003 236
379 2013 Balochistan earthquake, Pakistan 442 30,200,490,506 240
380 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
381 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
382 Porirua, Wellington, New Zealand 2023 647 21,482,401,977 247
383 Waikato, New Zealand 2024 684 37,272,517,876 247
384 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 700 54,360,912,260 249
385 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
386 Kapiti Coast, Wellington, New Zealand 2021 636 36,978,374,077 252
387 Plum Island, MA 404 9,610,506,367 258
388 Kaikoura, Canterbury, New Zealand 2012 561 16,150,900,853 260
389 Manawatu - Whanganui, New Zealand 2022-2023 558 21,265,540,860 261
390 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 488 28,235,987,838 263
391 Auckland Part 2, New Zealand 2024 770 39,715,990,536 263
392 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 671 43,678,545,907 264
393 Sea Grass Beds, Apalachicola, FL 341 8,639,128,692 264
394 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 380 4,664,111,985 265
395 Granite Dells, AZ 548 22,504,829,366 266
396 Palmerston North, Manawatu-Whanganui, New Zealand 2018 886 52,061,098,056 269
397 Lidar Survey of Middle Usumacinta Region, Mexico 509 34,992,499,075 272
398 Gisborne, New Zealand 2023 1,169 85,252,716,206 275
399 Hawke’s Bay, New Zealand 2023 - 2024 1,431 60,610,921,977 276
400 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 504 17,542,549,126 276
401 EarthScope Yakima Lidar Project 589 28,530,118,072 283
402 Airborne Laser Mapping of Yosemite National Park, CA, 2007 397 5,199,611,087 292
403 West Rainier Seismic Zone, WA 533 22,652,803,496 292
404 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
405 Tasman, New Zealand 2020-2022 1,135 75,126,704,606 294
406 Hutt City, Wellington, New Zealand 2021 932 40,446,345,080 296
407 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
408 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
409 Trinity River, Texas 2015 565 28,477,044,220 301
410 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
411 Manawatu - Whanganui, New Zealand 2015-2016 805 32,957,612,323 303
412 EarthScope Alaska Denali Totschunda Lidar Project 825 44,252,672,449 306
413 Hamilton, Waikato, New Zealand 2019 961 38,739,522,524 312
414 White Sands National Monument, NM: Lidar Survey of Dune Fields 776 32,696,419,771 314
415 Hamilton, Waikato, New Zealand 2023 890 26,052,345,630 316
416 Gisborne, New Zealand 2018-2020 1,211 73,460,760,892 318
417 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 870 93,512,833,242 322
418 Canterbury, New Zealand 2016-2017 668 22,837,696,260 324
419 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
420 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
421 Granite Dells Terrestrial Laser Scanning Dataset 453 1,521,372,170 335
422 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 786 35,700,830,565 336
423 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 552 28,929,719,660 339
424 Survey of Parts of Potomac and Susquehanna Rivers 474 9,665,788,213 340
425 Death Valley National Park, CA: Badwater Basin 592 29,660,457,486 344
426 Southwest Flank of Mt.Rainier, WA 585 38,854,000,157 346
427 Bay of Plenty, New Zealand 2018-2019 868 19,578,552,830 355
428 Queenstown, Otago, New Zealand 2021 1,051 28,298,220,988 356
429 2016 Solana Beach, CA Bluff Characterization Survey 662 32,518,012,299 364
430 2013 USFS Tahoe National Forest Lidar 1,150 52,428,982,803 371
431 Canterbury, New Zealand 2018-2019 896 31,474,626,868 385
432 Marlborough, New Zealand 2020-2022 1,867 99,151,973,687 385
433 2010 CU-Boulder Campus and Flatirons 704 22,693,672,349 392
434 Dunedin and Mosgiel, Otago, New Zealand 2021 913 17,006,603,112 394
435 Otago, New Zealand 2016 992 31,665,089,172 400
436 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,023 28,292,755,770 401
437 Hawaii Kauai Survey 743 41,376,612,247 405
438 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 876 42,530,513,753 412
439 Queenstown, Otago, New Zealand 2016 1,227 57,100,237,971 418
440 California ARRA Lidar 775 35,130,102,701 421
441 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
442 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 574 5,219,201,655 435
443 Teton Conservation District, Wyoming Lidar 949 53,710,550,376 446
444 Kilauea Volcano, HI June 2018 Acquisition 1,500 79,135,979,509 446
445 Southland, New Zealand 2020-2024 1,705 113,300,543,745 447
446 Na Pali Coast, Kauai, Hawaii 813 47,399,713,963 459
447 Israel Mediterranean Sharon sea cliff, 2006 619 3,510,773,885 466
448 Mapping the Kaibab Plateau, AZ 756 41,790,262,629 466
449 West Coast, New Zealand 2020-2025 1,833 127,967,476,088 473
450 Taranaki, New Zealand 2021 2,041 86,159,392,607 474
451 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
452 Jemez River Basin Snow-off Lidar Survey 1,138 73,063,278,909 476
453 Yosemite Rim Fire lidar 2013 1,065 64,287,026,436 488
454 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
455 East Helanshan Fault, northern China 957 43,255,360,339 507
456 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,131 52,395,900,011 512
457 Northern San Andreas Fault, CA 1,158 30,547,813,436 516
458 Lunar Crater Volcanic Field, Central Nevada 1,203 130,129,659,986 520
459 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,353 63,886,075,067 521
460 Victor Harbour - South Australia, 2011 821 35,202,319,102 538
461 2010 Channel Islands Lidar Collection 1,531 122,560,119,350 542
462 Auckland Part 1, New Zealand 2024 1,817 80,903,292,612 551
463 Coastal Catchments, Otago, New Zealand 2021 2,871 67,905,758,598 552
464 Auckland South, New Zealand 2016-2017 1,492 75,576,242,516 571
465 Hawke's Bay, New Zealand 2020-2021 3,799 168,893,607,005 599
466 Yosemite National Park, CA: Rockfall Studies 1,226 62,937,831,072 607
467 Missisquoi Watershed Lidar 1,492 63,299,454,083 630
468 Sunset Crater Volcano National Monument, AZ 1,049 65,003,687,083 664
469 Northland, New Zealand 2018-2020 3,452 94,123,746,957 677
470 Austin, TX, Rapid Response, 2015 1,280 56,062,643,796 710
471 Meteor Crater, AZ 1,112 56,368,747,965 719
472 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,044 146,419,078,405 727
473 Christchurch, Canterbury, New Zealand 2020-2021 2,436 117,995,501,177 738
474 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,681 80,193,596,209 741
475 Kilauea Volcano, HI July 2018 Acquisition 1,743 112,855,524,261 750
476 EarthScope Intermountain Seismic Belt Lidar Project 1,589 83,658,779,516 754
477 Bay of Plenty, New Zealand 2019-2022 3,566 132,732,071,331 775
478 EarthScope Southern & Eastern California Lidar Project 4,139 111,875,313,939 794
479 2014 USFS Tahoe National Forest Lidar 2,146 135,172,299,077 830
480 Canterbury, New Zealand 2020-2025 3,242 196,613,435,372 841
481 Waikato, New Zealand 2021 9,005 283,727,761,452 844
482 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,589 114,927,797,875 866
483 St. Elis Mountains and Gulf of Alaska 1,805 82,879,131,664 881
484 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,576 96,728,515,620 888
485 B4 Project - Southern San Andreas and San Jacinto Faults 4,395 199,044,833,429 889
486 Hawaii Big Island Lidar Survey 1,640 90,069,888,660 904
487 Napa Watershed, CA 2,649 71,520,360,217 906
488 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,272 152,735,302,960 930
489 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,881 96,663,576,370 962
490 Utah Geological Survey Lidar 2,528 107,267,706,008 1,058
491 Auckland, New Zealand 2013 2,511 74,787,316,543 1,063
492 USBR Upper Columbia River Basin East 1,716 36,371,534,757 1,067
493 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,976 108,406,871,673 1,087
494 Wellington City, New Zealand 2019-2020 3,811 109,022,033,623 1,161
495 2015-2017 State of Utah Lidar Acquisition 2,823 114,810,680,686 1,185
496 Lake Tahoe Basin Lidar 4,346 179,095,231,226 1,329
497 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,230 185,373,700,156 1,348
498 Auckland North, New Zealand 2016-2018 5,782 242,253,885,422 1,457
499 EarthScope Northern California Lidar Project 4,155 134,972,880,466 1,574
500 Wellington, New Zealand 2013-2014 5,883 266,335,450,060 1,777
501 State of Utah Acquired Lidar Data - Wasatch Front 7,301 392,721,251,450 2,135
502 2005 San Diego Urban Region Lidar 4,998 127,341,279,062 2,209
503 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,918 819,515,624,577 5,573
504 2011 - 2013 Indiana Statewide Lidar 63,797 643,993,603,542 8,717
 
    All Datasets 343,687 13,352,553,797,341