Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed No. of unique users   ↑
1 Mapping Coastal Dune Erosion, CA 2025 1 26,852,339 1
2 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
3 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
4 Riverside County Flood Control Apple Fire Lidar, CA 2021 4 37,734 3
5 Monitoring Tree Water Stress, CA 2025 5 537,414,019 4
6 Lithologic Controls on Slot Canyon Formation, AZ 2025 4 451,850,283 4
7 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 10 827,938,580 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 Riverside County Flood Control Apple Fire Lidar, CA 2022 9 118,893,903 8
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 Topographic Signatures of Barrier Island Vulnerability, TX 2021 17 1,086,507,379 14
16 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
17 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 15 662,168,940 14
18 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
19 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 22 1,241,370,110 15
20 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
21 USFS Mule Lidar, CA 2013 30 435,914,994 17
22 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
23 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 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 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
28 Channel Avulsion in Bishop, California 23 1,535,567,632 20
29 USFS Taliaferro Ridge Lidar, CA 2013 28 1,172,651,658 20
30 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
31 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
32 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
33 Quantitative Characterization of Dune-Dune Interactions, CA 2022 49 3,234,640,103 22
34 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
35 USFS Hager Basin Lidar, CA 2013 28 790,780,204 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 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
39 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
40 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
41 Structure from Motion data along the sSAF, Salt Creek, CA 2021 42 2,614,750,681 24
42 Sao Paulo, Brazil Lidar Survey 2017 38 4,105,295,533 24
43 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
44 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
45 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
46 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
47 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
48 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
49 USFS Mule Lidar, CA 2012 33 671,289,433 27
50 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
51 USFS Marble Valley Lidar, CA 2012 43 3,234,318,564 28
52 Alpine Fault, NZ 2015 56 5,318,113,156 30
53 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
54 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
55 USFS Moores Flat Lidar, CA 2013 58 2,093,398,453 31
56 Mayapan, Mexico 62 3,453,917,586 31
57 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
58 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
59 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 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 Central Alpine Fault, NZ 2010 51 1,563,191,588 32
63 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
64 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 42 2,153,070,311 33
65 Riverside County Flood Control Apple Fire Lidar, CA 2020 48 988,299,594 33
66 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
67 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
68 USFS Trout Creek Lidar, CA 2012 52 1,675,476,808 34
69 USFS Illilouette Basin Lidar, CA 2011 54 3,166,882,451 35
70 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
71 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
72 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
73 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 58 5,622,737,396 37
74 USFS Mill Flat Creek Lidar, CA 2012 61 2,343,198,261 37
75 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 47 1,570,202,004 38
76 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
77 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 70 5,999,479,029 39
78 Greys River, WY (532 nm) 77 3,153,507,043 39
79 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
80 Lidar Survey Along the Calico Fault, CA 2023 54 3,440,989,193 39
81 Mapping the Koyukuk River System, AK 2022 69 2,605,826,767 40
82 Central Otago, Otago, New Zealand 2021 85 7,309,316,870 41
83 USFS Oak Creek Lidar, CA 2012 63 2,946,144,763 41
84 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
85 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
86 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
87 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
88 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
89 High Resolution Topography of House Range Fault, Utah 72 8,006,709,502 42
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) 82 1,386,517,303 43
92 USFS Meadow Valley Lidar, CA 2009 68 1,616,726,505 43
93 Waimakariri, Canterbury, New Zealand 2023 76 4,397,745,729 44
94 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
95 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
96 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
97 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
98 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 97 6,916,683,990 46
99 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
100 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
101 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
102 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
103 Repeat Mapping of Antelope Valley Ranch, CA, 2019 81 3,140,282,708 47
104 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
105 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
106 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
107 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
108 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
109 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
110 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
111 Lidar Survey of the McKinley Mine, NM 2023 73 4,983,643,614 52
112 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
113 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
114 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
115 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
116 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
117 USFS Kern Plateau Lidar, CA 2011 71 3,484,730,659 56
118 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
119 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 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 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
123 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
124 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 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 Topo-Bathymetric Data Set: Sacramento River, California 2023 110 6,156,620,261 60
128 Greys River, WY (1550 nm) 87 3,983,915,565 61
129 Lidar Survey of the Kayenta Mine, AZ 2023 110 6,520,063,229 61
130 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 107 2,143,483,296 62
131 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 114 7,230,557,664 62
132 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
133 Oban, Stewart Island / Rakiura, New Zealand 2021 105 5,727,722,257 63
134 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
135 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 84 3,446,045,040 64
136 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
137 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
138 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
139 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
140 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
141 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
142 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
143 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 123 11,400,989,024 67
144 Lidar Survey of the Centralia Mine, WA 2023 89 3,865,753,340 68
145 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
146 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
147 Lidar Survey of Dangermond Preserve, CA 123 11,366,609,784 68
148 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
149 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 102 6,493,861,537 70
150 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 161 10,331,849,621 70
151 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
152 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
153 Agua Blanca Fault, Baja California, Mexico. 120 2,535,130,260 70
154 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
155 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
156 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
157 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 92 1,678,018,819 72
158 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
159 Measuring Lake Michigan Coastal Erosion, WI 2020 107 3,645,758,377 74
160 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
161 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
162 Hope Fault, NZ 2010 129 4,638,598,685 74
163 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
164 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
165 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 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 Manawatū - Whanganui, New Zealand 2024 176 15,824,344,463 77
169 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
170 Lidar Survey of Sparta Earthquake Rupture, NC 2020 125 5,407,341,592 77
171 Quantifying Sediment Mobilization by Wildfire, CA 2025 184 9,534,790,867 77
172 Lidar Survey of Lava Tubes, CA 2023 129 5,734,871,484 77
173 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
174 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
175 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
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 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
179 Lidar Survey of Paoha Island, CA 2023 120 6,434,286,689 81
180 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
181 Niobrara River, Nebraska 107 3,577,758,793 82
182 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
183 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
184 High Resolution Mapping of Antelope Valley Ranch, CA. 157 8,122,501,595 82
185 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
186 Motueka River Valley, Tasman, New Zealand 2018-2019 203 7,322,890,359 84
187 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 199 9,281,453,385 84
188 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
189 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 145 8,052,407,204 85
190 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
191 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
192 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
193 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
194 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
195 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
196 Slumgullion Landslide, Colorado (July 7, 2015) 211 11,267,695,465 88
197 Lincoln National Forest, NM: Floodplains in Fluvial Networks 149 9,197,417,793 88
198 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
199 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 138 7,272,196,497 88
200 West Bijou Creek, CO 128 3,038,263,330 89
201 Santa Clarita Topography 135 6,059,726,419 89
202 Laytonville, CA lidar 2015 132 7,433,394,387 89
203 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
204 1959 Hebgen Lake rupture (Montana) 154 9,228,667,988 90
205 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
206 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
207 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
208 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
209 Timaru Rivers, Canterbury, New Zealand 2014 148 5,981,843,461 91
210 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 190 9,819,470,476 91
211 Mapping of Displacements Near Parkfield, California 158 11,807,547,183 91
212 Bedrock River Channels of the Taiwan Central Range, 2018-2020 201 9,320,109,746 92
213 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
214 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
215 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
216 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
217 Wellington Fault, NZ 2010 118 2,113,131,347 95
218 Huntly, Waikato, New Zealand 2015-2019 188 7,324,135,384 95
219 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
220 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 131 8,124,497,877 95
221 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
222 Lidar Survey of Caspar Creek, CA 2003 125 97,966,594 96
223 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
224 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
225 Inyo Domes, CA lidar 2016 160 9,803,352,806 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 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
229 Wheeler Ridge, CA 179 18,294,682,259 98
230 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
231 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
232 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
233 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
234 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
235 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
236 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
237 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
238 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
239 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
240 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
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) 415 10,413,279,420 107
246 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 148 4,919,955,007 108
247 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
248 Salsipuedes-Punta Morro, Baja California, Mexico 2014 175 1,601,775,224 108
249 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
250 Lidar Survey of John Henry Mine, WA 2023 157 3,944,553,372 110
251 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
252 Tender Foot, MT: Hydrological Processes on Hill Slopes 203 9,055,889,277 111
253 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
254 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
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 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
258 Surface Expression of the 1886 Charleston, South Carolina Earthquake 281 8,805,248,391 113
259 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 259 12,548,560,899 114
260 Southern California Bedrock Landscapes 2015 Airborne Lidar 201 12,077,321,596 114
261 Hurunui Rivers, Canterbury, New Zealand 2013 209 6,127,365,041 115
262 Balclutha, Otago, New Zealand 2020 248 7,740,040,041 115
263 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
264 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
265 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
266 Lake Bonneville, Utah 160 6,265,291,702 117
267 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
268 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 203 14,097,037,575 117
269 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
270 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 236 7,554,561,940 119
271 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
272 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 150 6,221,999,871 119
273 Furnace Creek Wash, Death Valley National Park, California 178 6,654,351,703 119
274 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
275 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 188 7,623,090,771 120
276 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
277 Everglades National Park 159 5,888,906,543 123
278 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 168 4,402,112,373 123
279 Tasman Bay, Tasman, New Zealand 2022 379 11,772,385,111 123
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 West Coast and Hauraki Plains, Waikato, New Zealand 2015 189 3,990,278,478 124
283 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 195 9,566,702,751 125
284 Mapping of Diamond Fork River, UT 2017 202 10,983,983,396 125
285 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
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 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 226 13,308,452,103 127
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 206 8,395,276,261 131
292 Banks Peninsula, Canterbury, New Zealand 2023 350 14,607,345,572 132
293 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
294 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 249 7,534,314,661 134
295 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
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 272 8,638,049,666 138
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 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 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 270 13,696,563,853 146
306 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
307 El Mayor-Cucapah Earthquake, Pleiades 2014 277 24,876,512,909 147
308 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 283 12,411,026,411 147
309 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
310 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 233 11,944,463,221 149
311 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
312 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 364 12,305,581,799 151
313 Northern Walker Lane, CA Airborne Lidar Dataset 1,164 30,020,089,083 151
314 Topographic Data Set: Klamath River, California 2018 334 27,244,018,330 152
315 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
316 Upper Hutt City, Wellington, New Zealand 2021 394 25,725,395,732 154
317 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 259 3,948,414,040 155
318 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 295 13,209,534,989 156
319 Kremmling, CO: Blue and Colorado River Confluence 211 4,106,812,345 156
320 Marlborough Fault System, South Island, New Zealand 311 18,894,539,990 157
321 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
322 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
323 USBR Upper Columbia River Basin West 301 13,484,907,161 160
324 Kaikōura, Canterbury, New Zealand 2016 494 32,659,372,550 161
325 White Canyon and Hite, Lake Powell, Utah 263 8,870,874,661 162
326 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
327 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
328 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
329 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
330 Slumgullion Landslide, Colorado (July 3, 2015) 485 25,931,650,790 166
331 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
332 Central Otago, Otago, New Zealand 2022-2023 447 30,418,784,942 167
333 Central U.S. ARRA Lidar, New Madrid Seismic Zone 624 64,415,936,625 168
334 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
335 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 252 10,895,903,168 170
336 Richmond and Motueka, Tasman, New Zealand 2015 513 9,595,343,777 170
337 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
338 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
339 Selwyn, Canterbury, New Zealand 2023 476 25,414,918,680 173
340 Idaho Lidar Consortium (ILC): Moscow Mountain 256 5,794,284,753 173
341 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 279 13,065,201,606 174
342 Wānaka, Otago, New Zealand 2022-2023 408 8,343,385,022 175
343 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
344 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
345 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
346 Snake River, Wyoming 240 9,840,204,517 180
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 583 28,220,189,581 183
350 NEON D17 Pacific Southwest- California 358 13,423,631,694 184
351 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
352 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
353 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
354 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 228 4,940,943,297 185
355 Raplee Ridge, Utah 309 12,942,324,758 188
356 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
357 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 387 12,397,949,371 188
358 Slumgullion Landslide, Colorado (July 10, 2015) 358 23,863,787,115 189
359 Northland, New Zealand 2024 592 31,848,501,076 193
360 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
361 Rangiora, Canterbury, New Zealand 2014 377 11,922,280,850 197
362 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 264 7,600,939,783 197
363 Blenheim, Marlborough, New Zealand 2014 591 10,463,240,348 199
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 Southern Sierra Nevada Critical Zone Observatory: Snow Off 508 23,152,254,282 214
368 New Madrid Seismic Zone 507 45,490,502,964 214
369 USFS San Gabriel Mountain Lidar, CA 2009 381 9,845,735,322 214
370 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 447 18,751,692,256 215
371 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 733 27,391,235,666 218
372 Great Smokey Mountains, NC 291 6,155,525,344 219
373 Bay of Plenty, New Zealand 2024 703 15,476,008,551 224
374 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 468 22,470,016,215 227
375 Surprise Valley, CA 411 29,996,287,481 228
376 Nelson, New Zealand 2021 673 27,636,001,456 232
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 Waikato, New Zealand 2024 643 36,627,271,747 240
381 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
382 Porirua, Wellington, New Zealand 2023 643 21,479,073,110 246
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 352 5,635,230,198 249
386 Kapiti Coast, Wellington, New Zealand 2021 627 36,814,085,145 250
387 Auckland Part 2, New Zealand 2024 735 37,839,787,799 252
388 Plum Island, MA 404 9,610,506,367 258
389 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
390 Manawatu - Whanganui, New Zealand 2022-2023 547 20,954,310,627 259
391 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 486 28,194,541,781 261
392 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 376 4,557,474,730 261
393 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 667 43,455,791,380 262
394 Sea Grass Beds, Apalachicola, FL 340 8,635,697,621 263
395 Granite Dells, AZ 541 22,483,735,360 265
396 Palmerston North, Manawatu-Whanganui, New Zealand 2018 879 51,828,629,913 267
397 Lidar Survey of Middle Usumacinta Region, Mexico 500 33,927,878,711 267
398 Hawke’s Bay, New Zealand 2023 - 2024 1,354 57,698,802,862 269
399 Gisborne, New Zealand 2023 1,142 84,165,287,963 273
400 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 503 17,506,092,691 275
401 EarthScope Yakima Lidar Project 587 28,281,505,495 281
402 Tasman, New Zealand 2020-2022 1,123 74,783,300,721 291
403 Airborne Laser Mapping of Yosemite National Park, CA, 2007 396 5,198,664,065 291
404 West Rainier Seismic Zone, WA 531 22,558,500,635 291
405 Hutt City, Wellington, New Zealand 2021 897 40,332,265,030 292
406 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
407 Trinity River, Texas 2015 562 28,459,819,583 299
408 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
409 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
410 Manawatu - Whanganui, New Zealand 2015-2016 796 32,910,523,162 301
411 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
412 EarthScope Alaska Denali Totschunda Lidar Project 824 44,251,088,701 305
413 Hamilton, Waikato, New Zealand 2023 873 25,675,818,490 309
414 White Sands National Monument, NM: Lidar Survey of Dune Fields 773 32,580,466,485 311
415 Hamilton, Waikato, New Zealand 2019 961 38,739,522,524 312
416 Gisborne, New Zealand 2018-2020 1,203 73,338,188,825 316
417 Canterbury, New Zealand 2016-2017 660 22,837,365,087 322
418 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 870 93,512,833,242 322
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 784 10,444,340,723 334
421 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 785 35,696,358,138 335
422 Granite Dells Terrestrial Laser Scanning Dataset 453 1,521,372,170 335
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 467 9,653,976,355 339
425 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
426 Southwest Flank of Mt.Rainier, WA 585 38,854,000,157 346
427 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
428 Queenstown, Otago, New Zealand 2021 1,038 28,153,651,919 354
429 2016 Solana Beach, CA Bluff Characterization Survey 654 32,172,874,769 362
430 2013 USFS Tahoe National Forest Lidar 1,145 52,383,514,404 370
431 Marlborough, New Zealand 2020-2022 1,817 97,347,907,808 378
432 Canterbury, New Zealand 2018-2019 888 31,318,796,461 382
433 2010 CU-Boulder Campus and Flatirons 700 22,668,744,336 390
434 Dunedin and Mosgiel, Otago, New Zealand 2021 909 16,860,267,656 392
435 Otago, New Zealand 2016 990 31,652,220,472 398
436 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
437 Hawaii Kauai Survey 742 41,172,236,903 404
438 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 872 42,449,668,644 408
439 Queenstown, Otago, New Zealand 2016 1,226 57,082,984,209 417
440 California ARRA Lidar 772 35,121,726,300 420
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 573 5,197,923,939 434
443 Southland, New Zealand 2020-2024 1,671 111,479,360,207 441
444 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
445 Teton Conservation District, Wyoming Lidar 948 53,682,160,177 446
446 Na Pali Coast, Kauai, Hawaii 809 46,921,170,918 456
447 Israel Mediterranean Sharon sea cliff, 2006 616 3,484,178,235 464
448 Mapping the Kaibab Plateau, AZ 751 41,706,473,240 465
449 West Coast, New Zealand 2020-2025 1,793 126,291,421,969 468
450 Taranaki, New Zealand 2021 2,009 85,958,848,602 472
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 1,064 64,282,932,966 487
454 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
455 East Helanshan Fault, northern China 956 43,229,863,074 506
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 1,154 30,529,992,366 514
458 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,350 63,590,367,267 519
459 Lunar Crater Volcanic Field, Central Nevada 1,202 129,926,228,913 520
460 Auckland Part 1, New Zealand 2024 1,753 77,567,851,797 531
461 Victor Harbour - South Australia, 2011 819 35,006,487,828 536
462 2010 Channel Islands Lidar Collection 1,530 122,356,146,626 541
463 Coastal Catchments, Otago, New Zealand 2021 2,820 67,144,486,687 549
464 Auckland South, New Zealand 2016-2017 1,488 75,572,677,534 569
465 Hawke's Bay, New Zealand 2020-2021 3,789 168,794,669,576 596
466 Yosemite National Park, CA: Rockfall Studies 1,214 62,859,018,586 603
467 Missisquoi Watershed Lidar 1,487 63,163,840,157 625
468 Sunset Crater Volcano National Monument, AZ 1,048 64,870,728,999 663
469 Northland, New Zealand 2018-2020 3,401 93,235,103,504 675
470 Austin, TX, Rapid Response, 2015 1,277 55,929,656,623 708
471 Meteor Crater, AZ 1,103 56,025,245,567 715
472 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,043 146,391,135,093 726
473 Christchurch, Canterbury, New Zealand 2020-2021 2,393 117,010,247,937 727
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 1,742 112,807,000,287 749
476 EarthScope Intermountain Seismic Belt Lidar Project 1,588 83,647,235,023 753
477 Bay of Plenty, New Zealand 2019-2022 3,507 128,584,010,302 768
478 EarthScope Southern & Eastern California Lidar Project 4,137 111,755,464,149 793
479 Canterbury, New Zealand 2020-2025 3,173 189,478,634,832 825
480 2014 USFS Tahoe National Forest Lidar 2,123 131,980,842,323 828
481 Waikato, New Zealand 2021 8,913 279,660,243,273 835
482 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,587 114,907,551,000 864
483 St. Elis Mountains and Gulf of Alaska 1,797 82,597,050,659 880
484 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,550 95,374,819,259 882
485 B4 Project - Southern San Andreas and San Jacinto Faults 4,395 199,044,833,429 889
486 Hawaii Big Island Lidar Survey 1,638 89,798,221,580 903
487 Napa Watershed, CA 2,647 71,513,162,426 904
488 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,270 152,647,480,200 930
489 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,871 96,395,843,468 957
490 Utah Geological Survey Lidar 2,523 107,162,279,820 1,054
491 Auckland, New Zealand 2013 2,508 74,736,972,593 1,061
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 2,945 106,731,417,741 1,083
494 Wellington City, New Zealand 2019-2020 3,766 107,121,199,544 1,149
495 2015-2017 State of Utah Lidar Acquisition 2,815 114,365,865,776 1,179
496 Lake Tahoe Basin Lidar 4,331 178,615,522,335 1,322
497 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,218 185,247,171,301 1,343
498 Auckland North, New Zealand 2016-2018 5,763 241,826,943,505 1,454
499 EarthScope Northern California Lidar Project 4,142 134,762,705,045 1,565
500 Wellington, New Zealand 2013-2014 5,853 265,858,969,651 1,771
501 State of Utah Acquired Lidar Data - Wasatch Front 7,268 392,438,009,311 2,125
502 2005 San Diego Urban Region Lidar 4,978 127,055,184,572 2,196
503 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,875 817,189,152,800 5,554
504 2011 - 2013 Indiana Statewide Lidar 63,585 641,340,358,906 8,690
 
    All Datasets 341,578 13,275,012,279,740