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 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
3 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
4 Riverside County Flood Control Apple Fire Lidar, CA 2021 2 20,005 2
5 Lithologic Controls on Slot Canyon Formation, AZ 2025 2 59,554,078 2
6 Riverside County Flood Control Apple Fire Lidar, CA 2022 7 118,685,218 7
7 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
8 Structure from Motion data along the sSAF, Ferrum, CA 2021 11 242,775,648 8
9 Western Hope Fault, NZ 2010 8 206,468,140 8
10 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 10 422,703,270 9
11 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
12 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
13 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
14 Topographic Signatures of Barrier Island Vulnerability, TX 2021 17 1,086,507,379 14
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 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 22 1,241,370,110 15
18 USFS Humbug Creek Lidar, CA 2013 24 3,923,910,611 15
19 USFS Slides Glade Lidar, CA 2013 19 845,171,314 17
20 USFS Mule Lidar, CA 2013 30 435,914,994 17
21 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
22 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
23 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
24 2007 LVIS Greenland 37 5,781,096 19
25 Channel Avulsion in Bishop, California 23 1,535,567,632 20
26 USFS Taliaferro Ridge Lidar, CA 2013 28 1,172,651,658 20
27 Quantitative Characterization of Dune-Dune Interactions, CA 2022 45 3,025,989,182 20
28 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
29 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
30 USFS East Branch East Weaver Creek Lidar, CA 2012 31 1,272,936,300 21
31 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
32 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
33 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
34 USFS Squaw Creek Lidar, CA 2013 27 786,103,391 22
35 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
36 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
37 Sao Paulo, Brazil Lidar Survey 2017 37 4,083,953,144 23
38 Structure from Motion data along the sSAF, Salt Creek, CA 2021 41 2,614,237,524 23
39 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
40 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
41 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
42 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
43 USFS Power Fire Lidar, CA 2015 112 21,118,751,487 25
44 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
45 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
46 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
47 USFS Moonlight Fire Lidar, CA 2013 67 3,295,759,123 26
48 USFS Mule Lidar, CA 2012 33 671,289,433 27
49 USFS Marble Valley Lidar, CA 2012 42 3,233,562,909 27
50 Riverside County Flood Control Apple Fire Lidar, CA 2020 38 881,361,822 28
51 USFS Moores Flat Lidar, CA 2013 55 1,735,114,665 29
52 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 45 2,857,129,496 29
53 Blacks Mountain Experimental Forest, CA 2009 49 1,331,278,042 30
54 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 42 2,097,724,747 30
55 Alpine Fault, NZ 2015 56 5,318,113,156 30
56 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
57 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
58 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
59 Tushar Mountains, Utah (532 nm) 37 716,220,213 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 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
64 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
65 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 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 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
70 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
71 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
72 USFS Mill Flat Creek Lidar, CA 2012 55 2,298,005,713 36
73 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 58 5,622,737,396 37
74 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 68 5,891,484,106 37
75 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 46 1,552,840,782 37
76 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 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 Central Otago, Otago, New Zealand 2021 81 7,163,450,609 40
82 USFS Oak Creek Lidar, CA 2012 62 2,914,082,093 40
83 Marsden Point, Northland, New Zealand 2016 53 349,856,229 41
84 High Resolution Topography of House Range Fault, Utah 71 8,003,256,742 41
85 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
86 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
87 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
88 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
89 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
90 USFS Meadow Valley Lidar, CA 2009 68 1,616,726,505 43
91 Waimakariri, Canterbury, New Zealand 2023 75 4,397,122,089 43
92 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
93 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
94 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 72 3,761,160,687 45
95 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 96 6,661,717,072 45
96 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
97 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
98 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
99 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
100 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
101 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 70 5,114,736,062 46
102 Repeat Mapping of Antelope Valley Ranch, CA, 2019 80 3,042,900,798 46
103 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
104 Lidar Survey of the McKinley Mine, NM 2023 68 4,484,229,704 48
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 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
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 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 95 2,865,916,546 51
111 Mapping Landscape Evolution in the Ozarks, AR 2023 92 4,802,170,570 52
112 Lidar Survey of the San Pedro River, AZ 2021 72 2,890,162,733 52
113 USFS Kern Plateau Lidar, CA 2011 68 3,416,112,965 53
114 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
115 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
116 USFS Sims Fire Lidar, CA 2012 117 5,782,467,475 54
117 Wairarapa Fault, NZ 2010 80 2,835,184,371 55
118 Oregon Coast Range: Sediment Storage in Debris-Flows 109 4,004,606,636 55
119 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
120 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
121 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
122 Topo-Bathymetric Data Set: Sacramento River, California 2023 107 5,914,876,223 57
123 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
124 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
125 Lidar Survey of the Kayenta Mine, AZ 2023 107 6,255,440,811 58
126 Normal Fault Comparisons, Utah 2019 131 11,365,371,733 58
127 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
128 Greys River, WY (1550 nm) 87 3,983,915,565 61
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 Lidar Survey of Dangermond Preserve, CA 117 10,918,184,840 62
132 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 107 2,143,483,296 62
133 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
134 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
135 Idaho Lidar Consortium (ILC): Jack Waite Mine 114 5,834,158,618 63
136 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
137 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 99 4,842,432,554 64
138 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
139 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
140 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
141 Lidar Survey of the Centralia Mine, WA 2023 85 3,646,179,637 65
142 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
143 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 121 10,907,757,994 66
144 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
145 Lidar Survey of the Sierra Nevada Mountains, CA 2012 98 4,805,863,630 67
146 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
147 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
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 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
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 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 91 1,677,263,125 71
154 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
155 Quantifying Sediment Mobilization by Wildfire, CA 2025 170 9,032,405,756 71
156 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
157 Hope Fault, NZ 2010 124 4,378,350,064 73
158 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
159 Measuring Lake Michigan Coastal Erosion, WI 2020 106 3,617,333,224 73
160 Lidar Survey of Lava Tubes, CA 2023 125 5,505,587,061 73
161 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
162 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
163 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 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 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
167 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
168 Lidar Survey of Sparta Earthquake Rupture, NC 2020 124 5,369,946,562 76
169 Manawatū - Whanganui, New Zealand 2024 171 15,309,563,331 76
170 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
171 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
172 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
173 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
174 Lidar Survey of Paoha Island, CA 2023 118 6,388,026,672 79
175 Powder River, MT 2016 120 5,548,123,474 79
176 Harper Lake Fault Slip Distribution, Central Mojave, CA 210 25,926,485,050 79
177 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
178 High Resolution Mapping of Antelope Valley Ranch, CA. 156 7,989,914,601 81
179 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
180 Niobrara River, Nebraska 107 3,577,758,793 82
181 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
182 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
183 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 197 8,858,311,550 82
184 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
185 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 243 32,884,357,713 83
186 Lemhi Watershed - US Bureau of Reclamation 201 9,060,851,609 84
187 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 136 7,978,476,514 84
188 Motueka River Valley, Tasman, New Zealand 2018-2019 202 7,321,795,616 84
189 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
190 USFS Willow Creek Lidar, CA 2012 131 5,242,337,961 86
191 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
192 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
193 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 137 7,270,266,467 87
194 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
195 Slumgullion Landslide, Colorado (July 7, 2015) 209 11,191,339,037 87
196 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
197 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
198 West Bijou Creek, CO 126 3,000,843,705 88
199 Timaru Rivers, Canterbury, New Zealand 2014 146 5,966,882,506 89
200 Laytonville, CA lidar 2015 132 7,433,394,387 89
201 Santa Clarita Topography 134 6,059,174,236 89
202 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
203 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
204 1959 Hebgen Lake rupture (Montana) 154 9,228,667,988 90
205 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 189 9,654,438,790 90
206 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
207 Bedrock River Channels of the Taiwan Central Range, 2018-2020 197 8,846,784,605 90
208 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
209 Mapping of Displacements Near Parkfield, California 158 11,807,547,183 91
210 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
211 Lidar Survey of Caspar Creek, CA 2003 121 93,164,996 92
212 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
213 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
214 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 130 8,071,729,742 94
215 Thames, Waikato, New Zealand 2017-2019 182 4,747,827,293 94
216 Wellington Fault, NZ 2010 118 2,113,131,347 95
217 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
218 Huntly, Waikato, New Zealand 2015-2019 185 7,208,188,532 95
219 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
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 142 9,542,333,365 97
223 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 161 9,718,695,154 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 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
227 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
228 Inyo Domes, CA lidar 2016 160 9,803,352,806 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 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
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 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
235 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
236 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
237 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
238 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
239 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
240 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
241 Lidar Survey of John Henry Mine, WA 2023 152 3,559,116,040 106
242 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
243 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
244 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 415 10,413,279,420 107
245 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 148 4,919,955,007 108
246 Salsipuedes-Punta Morro, Baja California, Mexico 2014 175 1,601,775,224 108
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 Tender Foot, MT: Hydrological Processes on Hill Slopes 203 9,055,889,277 111
252 Calhoun Critical Zone Observatory 2014 Leaf On Survey 268 15,661,259,440 111
253 Surface Expression of the 1886 Charleston, South Carolina Earthquake 280 8,805,050,900 112
254 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
255 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
256 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
257 Southern California Bedrock Landscapes 2015 Airborne Lidar 200 12,069,797,503 113
258 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 259 12,548,560,899 114
259 Hurunui Rivers, Canterbury, New Zealand 2013 208 6,033,531,391 114
260 Balclutha, Otago, New Zealand 2020 247 7,712,944,597 114
261 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
262 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
263 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
264 Lake Bonneville, Utah 160 6,265,291,702 117
265 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
266 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 187 11,477,513,973 117
267 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 163 9,573,690,982 117
268 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
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 Furnace Creek Wash, Death Valley National Park, California 176 6,490,502,283 119
272 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
273 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 187 7,619,240,525 120
274 Everglades National Park 157 5,659,129,594 121
275 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
276 Tasman Bay, Tasman, New Zealand 2022 375 11,768,812,726 122
277 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 167 4,352,207,968 122
278 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 193 9,512,327,090 123
279 Mapping of Diamond Fork River, UT 2017 198 10,953,654,440 123
280 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 251 6,762,661,191 124
281 Triangle Lake, OR: Earthquake Induced Landslide 214 13,578,957,593 124
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 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 223 13,242,907,618 125
285 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
286 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
287 Santa Maria River, AZ: Vegetation and channel form 196 11,101,001,545 128
288 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 199 8,349,226,655 129
289 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
290 Banks Peninsula, Canterbury, New Zealand 2023 342 14,581,893,447 131
291 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 246 7,517,343,570 133
292 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
293 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
294 Mackenzie, Canterbury, New Zealand 2015 267 8,538,123,804 135
295 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
296 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
297 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 258 11,781,591,063 139
298 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
299 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 254 16,738,398,765 139
300 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
301 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 232 15,854,351,715 143
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 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 291 9,081,241,864 146
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 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 227 11,574,475,871 147
308 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
309 Topographic Data Set: Klamath River, California 2018 330 27,062,109,561 149
310 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 362 12,255,085,790 149
311 Northern Walker Lane, CA Airborne Lidar Dataset 1,164 30,020,089,083 151
312 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
313 Upper Hutt City, Wellington, New Zealand 2021 389 25,692,862,469 152
314 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
315 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 259 3,948,414,040 155
316 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 294 13,166,869,153 155
317 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 281 21,744,248,435 156
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 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 457 26,438,497,690 156
321 Kaikōura, Canterbury, New Zealand 2016 492 32,594,153,746 159
322 USBR Upper Columbia River Basin West 301 13,484,907,161 160
323 White Canyon and Hite, Lake Powell, Utah 260 8,851,494,623 161
324 Central Otago, Otago, New Zealand 2022-2023 436 29,617,754,996 161
325 Slumgullion Landslide, Colorado (July 3, 2015) 482 25,765,164,878 164
326 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
327 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 247 10,553,414,707 165
328 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
329 Central U.S. ARRA Lidar, New Madrid Seismic Zone 621 64,399,982,666 166
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 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
334 Richmond and Motueka, Tasman, New Zealand 2015 512 9,594,820,839 169
335 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
336 Wānaka, Otago, New Zealand 2022-2023 404 8,067,861,040 172
337 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
338 Selwyn, Canterbury, New Zealand 2023 465 25,313,639,543 172
339 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 364 21,139,002,862 173
340 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 278 12,899,221,540 173
341 Idaho Lidar Consortium (ILC): Moscow Mountain 256 5,794,284,753 173
342 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
343 Snake River, Wyoming 238 9,554,014,195 178
344 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
345 Northland, New Zealand 2024 549 29,662,506,237 182
346 Top of the South Flood, Nelson and Tasman, New Zealand 2022 573 28,101,615,034 182
347 NEON D17 Pacific Southwest- California 356 13,416,972,635 182
348 Silver Plume, CO 239 3,599,585,476 182
349 Big Creek, California 272 6,978,510,657 183
350 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 226 4,939,510,237 183
351 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
352 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
353 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
354 Raplee Ridge, Utah 309 12,942,324,758 188
355 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 387 12,397,949,371 188
356 Slumgullion Landslide, Colorado (July 10, 2015) 356 23,792,506,737 188
357 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
358 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 263 7,588,643,508 196
359 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
360 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
361 Blenheim, Marlborough, New Zealand 2014 583 10,449,878,730 199
362 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 741 15,416,995,692 200
363 Grand Junction, CO: Roan Plateau 325 17,940,679,746 202
364 USFS San Gabriel Mountain Lidar, CA 2009 373 9,703,924,150 207
365 South Florida Everglades 310 13,088,670,529 208
366 Southern Sierra Nevada Critical Zone Observatory: Snow Off 504 23,011,101,990 212
367 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 444 18,733,240,339 213
368 New Madrid Seismic Zone 506 45,485,389,288 213
369 Bay of Plenty, New Zealand 2024 675 14,700,465,899 216
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 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 467 22,426,340,248 226
373 Waikato, New Zealand 2024 601 33,564,715,671 227
374 Surprise Valley, CA 410 29,950,218,392 227
375 Nelson, New Zealand 2021 671 27,609,254,901 230
376 Auckland Part 2, New Zealand 2024 699 37,168,587,033 234
377 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
378 Marlborough, New Zealand 2018 655 41,577,520,218 235
379 2013 Balochistan earthquake, Pakistan 439 29,843,639,156 237
380 Porirua, Wellington, New Zealand 2023 632 21,340,051,494 242
381 August 24, 2014 South Napa Earthquake 546 29,677,516,103 243
382 Kapiti Coast, Wellington, New Zealand 2021 617 36,224,165,887 245
383 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
384 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 699 54,360,814,630 248
385 Poleta Folds, southern Deep Springs Valley, California 351 5,593,625,561 248
386 Hawke’s Bay, New Zealand 2023 - 2024 1,274 54,689,208,260 250
387 Manawatu - Whanganui, New Zealand 2022-2023 532 20,696,581,529 251
388 Plum Island, MA 404 9,610,506,367 258
389 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
390 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 375 4,547,556,896 260
391 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 485 28,151,899,070 260
392 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 662 43,272,973,823 261
393 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
394 Lidar Survey of Middle Usumacinta Region, Mexico 493 33,465,398,670 262
395 Granite Dells, AZ 537 22,482,803,400 264
396 Palmerston North, Manawatu-Whanganui, New Zealand 2018 873 51,558,603,006 266
397 Gisborne, New Zealand 2023 1,101 82,613,820,991 267
398 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 501 17,475,835,511 274
399 EarthScope Yakima Lidar Project 587 28,281,505,495 281
400 Hutt City, Wellington, New Zealand 2021 890 40,064,494,722 289
401 Tasman, New Zealand 2020-2022 1,101 74,377,029,288 289
402 West Rainier Seismic Zone, WA 527 22,557,208,824 290
403 Airborne Laser Mapping of Yosemite National Park, CA, 2007 396 5,198,664,065 291
404 Golden Bay, Tasman, New Zealand 2017 618 29,787,375,847 292
405 Manawatu - Whanganui, New Zealand 2015-2016 791 32,877,433,555 298
406 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,389 103,360,539,205 298
407 Hamilton, Waikato, New Zealand 2023 840 25,207,583,247 299
408 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
409 Trinity River, Texas 2015 562 28,459,819,583 299
410 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
411 EarthScope Alaska Denali Totschunda Lidar Project 816 43,020,099,015 303
412 White Sands National Monument, NM: Lidar Survey of Dune Fields 771 32,523,668,653 309
413 Hamilton, Waikato, New Zealand 2019 959 38,738,024,450 311
414 Gisborne, New Zealand 2018-2020 1,196 72,955,826,542 316
415 Canterbury, New Zealand 2016-2017 657 22,837,145,051 320
416 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 868 93,276,770,914 321
417 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
418 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 783 35,652,225,182 333
419 Granite Dells Terrestrial Laser Scanning Dataset 452 1,519,016,702 334
420 Tauranga and Coast, Bay of Plenty, New Zealand 2015 784 10,444,340,723 334
421 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 548 28,435,024,245 336
422 Survey of Parts of Potomac and Susquehanna Rivers 465 9,626,544,438 337
423 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
424 Southwest Flank of Mt.Rainier, WA 583 38,808,899,828 344
425 Queenstown, Otago, New Zealand 2021 1,031 27,697,876,276 352
426 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
427 2016 Solana Beach, CA Bluff Characterization Survey 644 31,613,536,837 356
428 2013 USFS Tahoe National Forest Lidar 1,134 51,819,732,841 365
429 Marlborough, New Zealand 2020-2022 1,782 95,966,915,373 374
430 Canterbury, New Zealand 2018-2019 879 31,218,603,126 378
431 2010 CU-Boulder Campus and Flatirons 699 22,629,606,145 389
432 Dunedin and Mosgiel, Otago, New Zealand 2021 897 16,813,843,407 389
433 Otago, New Zealand 2016 984 31,510,119,797 394
434 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
435 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 847 40,007,604,707 402
436 Hawaii Kauai Survey 742 41,172,236,903 404
437 Queenstown, Otago, New Zealand 2016 1,223 57,058,229,182 414
438 California ARRA Lidar 771 34,946,706,214 419
439 Southland, New Zealand 2020-2024 1,605 109,460,430,254 427
440 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
441 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 571 5,174,047,359 432
442 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
443 Teton Conservation District, Wyoming Lidar 948 53,682,160,177 446
444 Na Pali Coast, Kauai, Hawaii 809 46,921,170,918 456
445 West Coast, New Zealand 2020-2025 1,745 121,237,431,675 457
446 Mapping the Kaibab Plateau, AZ 747 41,428,850,824 461
447 Taranaki, New Zealand 2021 1,965 82,147,279,572 462
448 Israel Mediterranean Sharon sea cliff, 2006 616 3,484,178,235 464
449 Jemez River Basin Snow-off Lidar Survey 1,137 73,060,178,455 475
450 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
451 Yosemite Rim Fire lidar 2013 1,062 64,019,410,928 485
452 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
453 Auckland Part 1, New Zealand 2024 1,663 74,623,086,192 499
454 East Helanshan Fault, northern China 955 43,171,477,413 505
455 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,121 52,352,936,816 509
456 Northern San Andreas Fault, CA 1,154 30,529,992,366 514
457 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,348 63,563,933,813 517
458 Lunar Crater Volcanic Field, Central Nevada 1,201 129,707,689,920 519
459 Victor Harbour - South Australia, 2011 815 34,984,215,349 534
460 2010 Channel Islands Lidar Collection 1,522 122,012,633,301 538
461 Coastal Catchments, Otago, New Zealand 2021 2,747 66,410,009,441 540
462 Auckland South, New Zealand 2016-2017 1,479 75,484,052,770 567
463 Hawke's Bay, New Zealand 2020-2021 3,781 168,508,841,383 594
464 Yosemite National Park, CA: Rockfall Studies 1,207 62,488,696,816 598
465 Missisquoi Watershed Lidar 1,485 63,135,717,845 623
466 Sunset Crater Volcano National Monument, AZ 1,048 64,870,728,999 663
467 Northland, New Zealand 2018-2020 3,281 91,036,168,115 668
468 Austin, TX, Rapid Response, 2015 1,270 55,902,878,664 706
469 Meteor Crater, AZ 1,098 55,813,592,872 712
470 Christchurch, Canterbury, New Zealand 2020-2021 2,348 116,138,331,901 716
471 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,038 146,080,667,134 722
472 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,678 80,056,585,638 738
473 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
474 EarthScope Intermountain Seismic Belt Lidar Project 1,584 83,623,937,722 751
475 Bay of Plenty, New Zealand 2019-2022 3,477 127,979,340,052 764
476 EarthScope Southern & Eastern California Lidar Project 4,121 109,749,733,783 790
477 Canterbury, New Zealand 2020-2025 3,109 186,560,771,589 808
478 Waikato, New Zealand 2021 7,966 158,228,500,088 818
479 2014 USFS Tahoe National Forest Lidar 2,115 131,493,259,609 824
480 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,587 114,907,551,000 864
481 St. Elis Mountains and Gulf of Alaska 1,795 82,589,805,067 878
482 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,535 94,928,713,209 879
483 B4 Project - Southern San Andreas and San Jacinto Faults 4,393 198,919,341,402 887
484 Hawaii Big Island Lidar Survey 1,634 89,423,561,946 900
485 Napa Watershed, CA 2,639 71,462,845,558 902
486 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,266 152,532,399,101 927
487 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,868 96,211,775,550 955
488 Utah Geological Survey Lidar 2,523 107,162,279,820 1,054
489 Auckland, New Zealand 2013 2,499 74,504,670,502 1,056
490 USBR Upper Columbia River Basin East 1,714 36,321,993,181 1,065
491 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,920 105,816,016,751 1,072
492 Wellington City, New Zealand 2019-2020 3,707 105,279,625,029 1,138
493 2015-2017 State of Utah Lidar Acquisition 2,799 113,354,931,602 1,168
494 Lake Tahoe Basin Lidar 4,323 178,500,848,859 1,318
495 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,191 184,877,008,911 1,338
496 Auckland North, New Zealand 2016-2018 5,753 241,634,195,417 1,451
497 EarthScope Northern California Lidar Project 4,124 134,221,650,813 1,550
498 Wellington, New Zealand 2013-2014 5,820 265,536,643,826 1,761
499 State of Utah Acquired Lidar Data - Wasatch Front 7,234 390,384,962,704 2,118
500 2005 San Diego Urban Region Lidar 4,957 126,250,154,714 2,184
501 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,738 796,952,888,452 5,530
502 2011 - 2013 Indiana Statewide Lidar 63,287 639,612,246,376 8,649
 
    All Datasets 338,115 13,045,729,426,125