Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
2 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
3 Monitoring Tree Water Stress, CA 2025 1 15,439,471 1
4 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 1 13,766,547 1
5 Riverside County Flood Control Apple Fire Lidar, CA 2021 4 37,734 3
6 Lithologic Controls on Slot Canyon Formation, AZ 2025 3 239,253,837 3
7 Riverside County Flood Control Apple Fire Lidar, CA 2022 7 118,685,218 7
8 Structure from Motion data along the sSAF, Ferrum, CA 2021 11 242,775,648 8
9 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
10 Western Hope Fault, NZ 2010 8 206,468,140 8
11 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 11 437,001,613 10
12 USFS Cub Complex Lidar, CA 2009 19 411,346,924 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 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
16 Topographic Signatures of Barrier Island Vulnerability, TX 2021 17 1,086,507,379 14
17 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
18 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 22 1,241,370,110 15
19 USFS Humbug Creek Lidar, CA 2013 24 3,923,910,611 15
20 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
21 USFS Slides Glade Lidar, CA 2013 19 845,171,314 17
22 USFS Mule Lidar, CA 2013 30 435,914,994 17
23 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
24 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
25 2007 LVIS Greenland 37 5,781,096 19
26 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
27 Quantitative Characterization of Dune-Dune Interactions, CA 2022 45 3,025,989,182 20
28 USFS Taliaferro Ridge Lidar, CA 2013 28 1,172,651,658 20
29 Channel Avulsion in Bishop, California 23 1,535,567,632 20
30 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
31 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
32 USFS East Branch East Weaver Creek Lidar, CA 2012 31 1,272,936,300 21
33 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
34 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
35 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
36 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
37 USFS Squaw Creek Lidar, CA 2013 28 786,235,220 23
38 Sao Paulo, Brazil Lidar Survey 2017 37 4,083,953,144 23
39 Structure from Motion data along the sSAF, Salt Creek, CA 2021 41 2,614,237,524 23
40 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
41 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
42 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
43 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
44 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
45 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
46 USFS Moonlight Fire Lidar, CA 2013 67 3,295,759,123 26
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 Mule Lidar, CA 2012 33 671,289,433 27
50 USFS Marble Valley Lidar, CA 2012 42 3,233,562,909 27
51 Riverside County Flood Control Apple Fire Lidar, CA 2020 39 882,825,443 28
52 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 45 2,857,129,496 29
53 USFS Moores Flat Lidar, CA 2013 57 2,092,882,387 30
54 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
55 Alpine Fault, NZ 2015 56 5,318,113,156 30
56 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
57 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
58 Tushar Mountains, Utah (532 nm) 37 716,220,213 31
59 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
60 Mayapan, Mexico 62 3,453,917,586 31
61 Central Alpine Fault, NZ 2010 51 1,563,191,588 32
62 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
63 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
64 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
65 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
66 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 42 2,153,070,311 33
67 USFS Illilouette Basin Lidar, CA 2011 53 3,165,562,334 34
68 USFS Trout Creek Lidar, CA 2012 52 1,675,476,808 34
69 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
70 USFS Mill Flat Creek Lidar, CA 2012 55 2,298,005,713 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 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 46 1,552,840,782 37
74 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 58 5,622,737,396 37
75 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
76 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 69 5,981,882,119 38
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 Lidar Survey Along the Calico Fault, CA 2023 54 3,440,989,193 39
80 Mapping the Koyukuk River System, AK 2022 68 2,536,578,703 39
81 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 59 3,012,967,487 39
82 USFS Oak Creek Lidar, CA 2012 62 2,914,082,093 40
83 Central Otago, Otago, New Zealand 2021 84 7,308,647,747 40
84 Marsden Point, Northland, New Zealand 2016 53 349,856,229 41
85 High Resolution Topography of House Range Fault, Utah 71 8,003,256,742 41
86 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
87 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
88 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
89 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
90 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
91 USFS Meadow Valley Lidar, CA 2009 68 1,616,726,505 43
92 Waimakariri, Canterbury, New Zealand 2023 75 4,397,122,089 43
93 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
94 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
95 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
96 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
97 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 72 3,761,160,687 45
98 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
99 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 96 6,661,717,072 45
100 Repeat Mapping of Antelope Valley Ranch, CA, 2019 80 3,042,900,798 46
101 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
102 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 70 5,114,736,062 46
103 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
104 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
105 Lidar Survey of the McKinley Mine, NM 2023 68 4,484,229,704 48
106 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
107 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
108 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
109 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
110 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
111 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 95 2,865,916,546 51
112 Mapping Landscape Evolution in the Ozarks, AR 2023 92 4,802,170,570 52
113 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
114 USFS Kern Plateau Lidar, CA 2011 68 3,416,112,965 53
115 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
116 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
117 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
118 Oregon Coast Range: Sediment Storage in Debris-Flows 109 4,004,606,636 55
119 USFS Sims Fire Lidar, CA 2012 119 5,810,499,048 56
120 Wairarapa Fault, NZ 2010 82 3,245,584,209 56
121 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
122 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
123 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
124 Lidar Survey of the Kayenta Mine, AZ 2023 107 6,255,440,811 58
125 Topo-Bathymetric Data Set: Sacramento River, California 2023 108 5,957,159,767 58
126 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
127 Normal Fault Comparisons, Utah 2019 132 11,365,439,916 59
128 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
129 Oban, Stewart Island / Rakiura, New Zealand 2021 103 5,725,707,084 61
130 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 113 6,983,094,943 61
131 Greys River, WY (1550 nm) 87 3,983,915,565 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 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
135 Lidar Survey of Dangermond Preserve, CA 118 10,942,295,748 63
136 Idaho Lidar Consortium (ILC): Jack Waite Mine 114 5,834,158,618 63
137 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
138 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 99 4,842,432,554 64
139 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
140 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
141 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
142 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
143 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
144 Lidar Survey of the Centralia Mine, WA 2023 87 3,659,041,431 66
145 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 123 11,400,989,024 67
146 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
147 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
148 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 160 10,098,996,627 69
149 Agua Blanca Fault, Baja California, Mexico. 119 2,486,285,767 69
150 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
151 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
152 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
153 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
154 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 91 1,677,263,125 71
155 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
156 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
157 Quantifying Sediment Mobilization by Wildfire, CA 2025 171 9,046,336,088 72
158 Hope Fault, NZ 2010 124 4,378,350,064 73
159 Measuring Lake Michigan Coastal Erosion, WI 2020 106 3,617,333,224 73
160 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
161 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
162 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
163 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
164 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
165 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
166 Lidar Survey of Lava Tubes, CA 2023 127 5,722,047,128 75
167 Lidar Survey of Sparta Earthquake Rupture, NC 2020 124 5,369,946,562 76
168 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
169 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
170 Manawatū - Whanganui, New Zealand 2024 174 15,408,880,712 76
171 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
172 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
173 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
174 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
175 Lidar Survey of Paoha Island, CA 2023 118 6,388,026,672 79
176 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
177 Powder River, MT 2016 121 5,549,696,256 80
178 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
179 High Resolution Mapping of Antelope Valley Ranch, CA. 156 7,989,914,601 81
180 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
181 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
182 Niobrara River, Nebraska 107 3,577,758,793 82
183 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
184 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 198 9,052,052,832 83
185 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 243 32,884,357,713 83
186 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
187 Lemhi Watershed - US Bureau of Reclamation 201 9,060,851,609 84
188 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 136 7,978,476,514 84
189 Motueka River Valley, Tasman, New Zealand 2018-2019 202 7,321,795,616 84
190 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
191 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
192 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
193 USFS Willow Creek Lidar, CA 2012 131 5,242,337,961 86
194 Slumgullion Landslide, Colorado (July 7, 2015) 210 11,247,371,621 87
195 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
196 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
197 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 138 7,272,196,497 88
198 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
199 Laytonville, CA lidar 2015 132 7,433,394,387 89
200 West Bijou Creek, CO 128 3,038,263,330 89
201 Santa Clarita Topography 134 6,059,174,236 89
202 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
203 1959 Hebgen Lake rupture (Montana) 154 9,228,667,988 90
204 Bedrock River Channels of the Taiwan Central Range, 2018-2020 199 8,981,909,276 90
205 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
206 Timaru Rivers, Canterbury, New Zealand 2014 147 5,981,737,352 90
207 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 189 9,654,438,790 90
208 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
209 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
210 Mapping of Displacements Near Parkfield, California 158 11,807,547,183 91
211 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
212 Lidar Survey of Caspar Creek, CA 2003 121 93,164,996 92
213 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
214 Thames, Waikato, New Zealand 2017-2019 182 4,747,827,293 94
215 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 130 8,071,729,742 94
216 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
217 Wellington Fault, NZ 2010 118 2,113,131,347 95
218 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
219 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
220 Huntly, Waikato, New Zealand 2015-2019 185 7,208,188,532 95
221 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
222 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
223 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
224 Wheeler Ridge, CA 179 18,294,682,259 98
225 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
226 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
227 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
228 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 161 9,718,695,154 98
229 Inyo Domes, CA lidar 2016 160 9,803,352,806 98
230 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 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 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
234 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
235 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
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 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
239 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
240 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
241 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
242 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
243 Lidar Survey of John Henry Mine, WA 2023 153 3,604,188,156 107
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) 415 10,413,279,420 107
246 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
247 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 148 4,919,955,007 108
248 Salsipuedes-Punta Morro, Baja California, Mexico 2014 175 1,601,775,224 108
249 Woodland-encroached sagebrush ecosystem, Nevada 155 8,693,029,646 109
250 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
251 Niwot Ridge Long-Term Ecological Research Site, Colorado 152 5,451,108,908 110
252 Calhoun Critical Zone Observatory 2014 Leaf On Survey 268 15,661,259,440 111
253 Tender Foot, MT: Hydrological Processes on Hill Slopes 203 9,055,889,277 111
254 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
255 Surface Expression of the 1886 Charleston, South Carolina Earthquake 280 8,805,050,900 112
256 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
257 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
258 Hurunui Rivers, Canterbury, New Zealand 2013 208 6,033,531,391 114
259 Southern California Bedrock Landscapes 2015 Airborne Lidar 201 12,077,321,596 114
260 Balclutha, Otago, New Zealand 2020 247 7,712,944,597 114
261 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 259 12,548,560,899 114
262 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
263 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
264 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
265 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 187 11,477,513,973 117
266 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 163 9,573,690,982 117
267 Lake Bonneville, Utah 160 6,265,291,702 117
268 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
269 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 149 6,219,739,057 118
270 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 235 7,521,378,584 118
271 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
272 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
273 Furnace Creek Wash, Death Valley National Park, California 176 6,490,502,283 119
274 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 187 7,619,240,525 120
275 Everglades National Park 157 5,659,129,594 121
276 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
277 Tasman Bay, Tasman, New Zealand 2022 376 11,769,969,251 122
278 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 168 4,402,112,373 123
279 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 193 9,512,327,090 123
280 Triangle Lake, OR: Earthquake Induced Landslide 214 13,578,957,593 124
281 Mapping of Diamond Fork River, UT 2017 200 10,977,824,114 124
282 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
283 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
284 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
285 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 223 13,242,907,618 125
286 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
287 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
288 Santa Maria River, AZ: Vegetation and channel form 196 11,101,001,545 128
289 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
290 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 204 8,363,555,866 130
291 Banks Peninsula, Canterbury, New Zealand 2023 342 14,581,893,447 131
292 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 246 7,517,343,570 133
293 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
294 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
295 Mackenzie, Canterbury, New Zealand 2015 267 8,538,123,804 135
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 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
299 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 263 11,783,550,798 139
300 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 254 16,738,398,765 139
301 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
302 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
303 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
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 274 24,447,817,493 146
306 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 270 13,696,563,853 146
307 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
308 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 227 11,574,475,871 147
309 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
310 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 362 12,255,085,790 149
311 Topographic Data Set: Klamath River, California 2018 331 27,155,029,079 150
312 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
313 Northern Walker Lane, CA Airborne Lidar Dataset 1,164 30,020,089,083 151
314 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
315 Upper Hutt City, Wellington, New Zealand 2021 393 25,695,317,861 154
316 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 259 3,948,414,040 155
317 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 294 13,166,869,153 155
318 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 457 26,438,497,690 156
319 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 281 21,744,248,435 156
320 Marlborough Fault System, South Island, New Zealand 310 18,892,100,235 156
321 Kremmling, CO: Blue and Colorado River Confluence 211 4,106,812,345 156
322 USBR Upper Columbia River Basin West 301 13,484,907,161 160
323 Kaikōura, Canterbury, New Zealand 2016 493 32,613,649,022 160
324 White Canyon and Hite, Lake Powell, Utah 260 8,851,494,623 161
325 Central Otago, Otago, New Zealand 2022-2023 438 29,853,863,406 162
326 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
327 Slumgullion Landslide, Colorado (July 3, 2015) 483 25,813,300,589 164
328 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 247 10,553,414,707 165
329 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
330 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
331 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
332 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
333 Central U.S. ARRA Lidar, New Madrid Seismic Zone 623 64,407,759,203 167
334 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
335 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
336 Richmond and Motueka, Tasman, New Zealand 2015 513 9,595,343,777 170
337 Selwyn, Canterbury, New Zealand 2023 468 25,317,028,899 172
338 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
339 Idaho Lidar Consortium (ILC): Moscow Mountain 256 5,794,284,753 173
340 Wānaka, Otago, New Zealand 2022-2023 405 8,082,292,301 173
341 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 365 21,339,749,166 174
342 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 279 13,065,201,606 174
343 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
344 Snake River, Wyoming 238 9,554,014,195 178
345 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
346 Silver Plume, CO 239 3,599,585,476 182
347 Big Creek, California 272 6,978,510,657 183
348 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 226 4,939,510,237 183
349 NEON D17 Pacific Southwest- California 357 13,422,636,933 183
350 Top of the South Flood, Nelson and Tasman, New Zealand 2022 577 28,154,949,294 183
351 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
352 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
353 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
354 Northland, New Zealand 2024 580 31,697,699,981 188
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 Slumgullion Landslide, Colorado (July 10, 2015) 357 23,844,925,035 188
358 Raplee Ridge, Utah 309 12,942,324,758 188
359 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
360 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 264 7,600,939,783 197
361 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
362 Blenheim, Marlborough, New Zealand 2014 585 10,450,282,127 199
363 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 741 15,416,995,692 200
364 Grand Junction, CO: Roan Plateau 325 17,940,679,746 202
365 South Florida Everglades 310 13,088,670,529 208
366 USFS San Gabriel Mountain Lidar, CA 2009 374 9,712,170,759 208
367 Southern Sierra Nevada Critical Zone Observatory: Snow Off 504 23,011,101,990 212
368 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 444 18,733,240,339 213
369 New Madrid Seismic Zone 506 45,485,389,288 213
370 Great Smokey Mountains, NC 287 6,035,017,267 216
371 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 733 27,391,235,666 218
372 Bay of Plenty, New Zealand 2024 685 14,994,610,720 220
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 671 27,609,254,901 230
376 Waikato, New Zealand 2024 617 35,334,778,256 232
377 Marlborough, New Zealand 2018 655 41,577,520,218 235
378 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
379 2013 Balochistan earthquake, Pakistan 439 29,843,639,156 237
380 Auckland Part 2, New Zealand 2024 709 37,410,986,193 241
381 Porirua, Wellington, New Zealand 2023 634 21,402,278,501 243
382 August 24, 2014 South Napa Earthquake 547 29,681,197,132 244
383 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
384 Kapiti Coast, Wellington, New Zealand 2021 623 36,443,971,595 248
385 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 699 54,360,814,630 248
386 Poleta Folds, southern Deep Springs Valley, California 351 5,593,625,561 248
387 Manawatu - Whanganui, New Zealand 2022-2023 534 20,776,522,904 253
388 Hawke’s Bay, New Zealand 2023 - 2024 1,302 54,985,022,237 255
389 Plum Island, MA 404 9,610,506,367 258
390 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
391 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 375 4,547,556,896 260
392 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 662 43,272,973,823 261
393 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 486 28,194,541,781 261
394 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
395 Lidar Survey of Middle Usumacinta Region, Mexico 496 33,646,929,334 264
396 Granite Dells, AZ 537 22,482,803,400 264
397 Palmerston North, Manawatu-Whanganui, New Zealand 2018 875 51,811,936,110 266
398 Gisborne, New Zealand 2023 1,116 83,927,570,941 268
399 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 501 17,475,835,511 274
400 EarthScope Yakima Lidar Project 587 28,281,505,495 281
401 Hutt City, Wellington, New Zealand 2021 890 40,064,494,722 289
402 West Rainier Seismic Zone, WA 527 22,557,208,824 290
403 Tasman, New Zealand 2020-2022 1,104 74,435,719,177 290
404 Airborne Laser Mapping of Yosemite National Park, CA, 2007 396 5,198,664,065 291
405 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
406 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,389 103,360,539,205 298
407 Manawatu - Whanganui, New Zealand 2015-2016 791 32,877,433,555 298
408 Trinity River, Texas 2015 562 28,459,819,583 299
409 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
410 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
411 Hamilton, Waikato, New Zealand 2023 850 25,314,393,239 303
412 EarthScope Alaska Denali Totschunda Lidar Project 816 43,020,099,015 303
413 White Sands National Monument, NM: Lidar Survey of Dune Fields 773 32,580,466,485 311
414 Hamilton, Waikato, New Zealand 2019 959 38,738,024,450 311
415 Gisborne, New Zealand 2018-2020 1,200 73,097,205,027 316
416 Canterbury, New Zealand 2016-2017 659 22,837,333,137 321
417 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 869 93,498,825,611 322
418 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
419 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 784 35,654,630,708 334
420 Granite Dells Terrestrial Laser Scanning Dataset 452 1,519,016,702 334
421 Tauranga and Coast, Bay of Plenty, New Zealand 2015 784 10,444,340,723 334
422 Survey of Parts of Potomac and Susquehanna Rivers 465 9,626,544,438 337
423 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 550 28,712,627,417 338
424 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
425 Southwest Flank of Mt.Rainier, WA 583 38,808,899,828 344
426 Queenstown, Otago, New Zealand 2021 1,032 27,699,034,810 352
427 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
428 2016 Solana Beach, CA Bluff Characterization Survey 647 31,736,855,239 358
429 2013 USFS Tahoe National Forest Lidar 1,135 51,833,069,310 366
430 Marlborough, New Zealand 2020-2022 1,785 95,983,743,992 374
431 Canterbury, New Zealand 2018-2019 881 31,222,765,308 379
432 2010 CU-Boulder Campus and Flatirons 699 22,629,606,145 389
433 Dunedin and Mosgiel, Otago, New Zealand 2021 899 16,819,969,795 389
434 Otago, New Zealand 2016 986 31,527,740,350 396
435 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
436 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 858 41,863,293,628 403
437 Hawaii Kauai Survey 742 41,172,236,903 404
438 Queenstown, Otago, New Zealand 2016 1,225 57,080,539,113 416
439 California ARRA Lidar 772 35,121,726,300 420
440 Southland, New Zealand 2020-2024 1,621 110,505,226,205 430
441 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 571 5,174,047,359 432
442 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
443 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
444 Teton Conservation District, Wyoming Lidar 948 53,682,160,177 446
445 Na Pali Coast, Kauai, Hawaii 809 46,921,170,918 456
446 West Coast, New Zealand 2020-2025 1,748 121,292,280,122 458
447 Mapping the Kaibab Plateau, AZ 747 41,428,850,824 461
448 Israel Mediterranean Sharon sea cliff, 2006 616 3,484,178,235 464
449 Taranaki, New Zealand 2021 1,986 85,755,176,631 465
450 Jemez River Basin Snow-off Lidar Survey 1,137 73,060,178,455 475
451 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
452 Yosemite Rim Fire lidar 2013 1,062 64,019,410,928 485
453 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
454 East Helanshan Fault, northern China 955 43,171,477,413 505
455 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,122 52,373,406,028 510
456 Auckland Part 1, New Zealand 2024 1,695 75,528,528,449 511
457 Northern San Andreas Fault, CA 1,154 30,529,992,366 514
458 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,349 63,589,905,880 518
459 Lunar Crater Volcanic Field, Central Nevada 1,202 129,926,228,913 520
460 Victor Harbour - South Australia, 2011 818 34,992,696,275 536
461 2010 Channel Islands Lidar Collection 1,522 122,012,633,301 538
462 Coastal Catchments, Otago, New Zealand 2021 2,761 66,622,419,641 541
463 Auckland South, New Zealand 2016-2017 1,483 75,568,436,174 568
464 Hawke's Bay, New Zealand 2020-2021 3,786 168,740,324,809 594
465 Yosemite National Park, CA: Rockfall Studies 1,210 62,539,157,391 599
466 Missisquoi Watershed Lidar 1,486 63,141,290,863 624
467 Sunset Crater Volcano National Monument, AZ 1,048 64,870,728,999 663
468 Northland, New Zealand 2018-2020 3,316 92,112,029,918 672
469 Austin, TX, Rapid Response, 2015 1,271 55,907,839,933 706
470 Meteor Crater, AZ 1,098 55,813,592,872 712
471 Christchurch, Canterbury, New Zealand 2020-2021 2,366 116,252,186,909 719
472 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,038 146,080,667,134 722
473 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,680 80,171,341,141 740
474 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
475 EarthScope Intermountain Seismic Belt Lidar Project 1,587 83,625,386,557 752
476 Bay of Plenty, New Zealand 2019-2022 3,490 128,173,790,287 766
477 EarthScope Southern & Eastern California Lidar Project 4,124 109,841,893,742 790
478 Canterbury, New Zealand 2020-2025 3,127 187,303,595,862 810
479 Waikato, New Zealand 2021 8,052 165,379,650,592 825
480 2014 USFS Tahoe National Forest Lidar 2,121 131,923,850,646 826
481 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,587 114,907,551,000 864
482 St. Elis Mountains and Gulf of Alaska 1,796 82,593,991,041 879
483 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,543 95,065,280,235 881
484 B4 Project - Southern San Andreas and San Jacinto Faults 4,393 198,919,341,402 887
485 Hawaii Big Island Lidar Survey 1,636 89,793,160,150 901
486 Napa Watershed, CA 2,639 71,462,845,558 902
487 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,266 152,532,399,101 927
488 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,869 96,335,858,762 956
489 Utah Geological Survey Lidar 2,523 107,162,279,820 1,054
490 Auckland, New Zealand 2013 2,505 74,599,745,601 1,059
491 USBR Upper Columbia River Basin East 1,714 36,321,993,181 1,065
492 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,928 106,023,792,447 1,076
493 Wellington City, New Zealand 2019-2020 3,729 105,609,310,529 1,142
494 2015-2017 State of Utah Lidar Acquisition 2,804 113,561,742,365 1,170
495 Lake Tahoe Basin Lidar 4,325 178,501,872,798 1,319
496 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,204 184,886,103,364 1,338
497 Auckland North, New Zealand 2016-2018 5,756 241,684,632,116 1,452
498 EarthScope Northern California Lidar Project 4,127 134,321,338,239 1,553
499 Wellington, New Zealand 2013-2014 5,825 265,610,767,663 1,764
500 State of Utah Acquired Lidar Data - Wasatch Front 7,245 390,782,563,349 2,121
501 2005 San Diego Urban Region Lidar 4,958 126,250,292,288 2,184
502 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,756 797,586,757,734 5,536
503 2011 - 2013 Indiana Statewide Lidar 63,390 640,053,574,778 8,661
 
    All Datasets 338,907 13,080,274,794,571