Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed   ↑ No. of unique users
1 2007 LVIS Greenland 37 5,781,096 19
2 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
3 Riverside County Flood Control Apple Fire Lidar, CA 2021 10 95,953,866 8
4 Lidar Survey of Caspar Creek, CA 2003 167 107,952,114 135
5 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
6 Riverside County Flood Control Apple Fire Lidar, CA 2022 15 138,912,621 12
7 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
8 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
9 Western Hope Fault, NZ 2010 8 206,468,140 8
10 USFS Summit Springs Lidar, CA 2013 17 248,509,953 14
11 Mapping Coastal Dune Erosion, CA 2025 22 310,457,428 14
12 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
13 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
14 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
15 USFS Mule Lidar, CA 2013 30 435,914,994 17
16 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
17 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 17 665,594,224 16
18 USFS Mule Lidar, CA 2012 33 671,289,433 27
19 USFS Dinkey Creek Lidar, CA 2010 23 758,716,590 22
20 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
21 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
22 Lithologic Controls on Slot Canyon Formation, AZ 2025 6 857,864,175 6
23 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
24 Tushar Mountains, Utah (532 nm) 40 948,576,292 33
25 USFS Deadman Creek Lidar, CA 2013 24 1,022,326,990 15
26 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
27 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
28 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
29 Topographic Signatures of Barrier Island Vulnerability, TX 2021 22 1,208,349,834 16
30 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
31 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 132 1,237,254,392 117
32 USFS Road46 Lidar, CA 2013 35 1,238,838,435 26
33 Landers Surface Rupture Terrestrial Laser Scanning Dataset 216 1,258,353,690 152
34 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
35 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
36 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
37 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
38 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
39 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
40 Blind Canyon and Box Canyon, Twin Falls, ID 109 1,412,105,528 88
41 USFS Taliaferro Ridge Lidar, CA 2013 30 1,418,973,185 22
42 Pahrump Valley: California/Nevada State Line 85 1,430,163,772 67
43 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
44 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 35 1,493,706,003 26
45 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
46 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 39 1,518,756,953 25
47 Granite Dells Terrestrial Laser Scanning Dataset 455 1,531,327,620 336
48 Channel Avulsion in Bishop, California 23 1,535,567,632 20
49 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
50 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 86 1,568,341,678 46
51 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
52 Monitoring Tree Water Stress, CA 2025 15 1,625,505,039 13
53 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
54 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
55 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
56 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 49 1,722,336,516 39
57 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
58 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
59 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
60 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 93 1,855,058,774 73
61 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 26 1,900,850,505 22
62 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
63 USFS South Creek Lidar, CA 2012 48 2,012,324,202 27
64 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
65 Riverside County Flood Control Apple Fire Lidar, CA 2020 75 2,039,944,018 51
66 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 65 2,058,533,202 55
67 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
68 Wellington Fault, NZ 2010 118 2,113,131,347 95
69 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
70 USFS Moores Flat Lidar, CA 2013 59 2,123,830,804 32
71 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
72 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 112 2,152,488,246 64
73 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 44 2,196,724,113 34
74 Airborne Laser Mapping of Independence Lake, CA 89 2,353,874,526 66
75 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
76 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
77 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
78 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 57 2,530,586,521 43
79 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 212 2,549,922,013 183
80 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
81 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
82 Agua Blanca Fault, Baja California, Mexico. 122 2,653,975,274 72
83 USFS Storrie Fire, CA 2009 60 2,791,334,474 33
84 Mapping the Koyukuk River System, AK 2022 72 2,795,109,667 42
85 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
86 USFS Dinkey Creek Lidar, CA 2012 61 2,892,955,493 48
87 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
88 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
89 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
90 Lidar Survey of the San Pedro River, AZ 2021 74 3,042,083,103 54
91 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
92 USFS Lower Klamath Lidar, CA 2014 45 3,121,175,131 22
93 Structure from Motion data along the sSAF, Salt Creek, CA 2021 45 3,121,693,406 26
94 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
95 Greys River, WY (532 nm) 77 3,153,507,043 39
96 West Bijou Creek, CO 130 3,173,129,392 91
97 Repeat Mapping of Antelope Valley Ranch, CA, 2019 82 3,182,855,181 47
98 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
99 Wairarapa Fault, NZ 2010 86 3,282,006,159 58
100 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 79 3,285,915,028 43
101 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
102 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
103 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 82 3,384,893,559 44
104 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
105 USFS Marble Valley Lidar, CA 2012 44 3,424,725,357 29
106 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
107 Mayapan, Mexico 62 3,453,917,586 31
108 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
109 USFS Illilouette Basin Lidar, CA 2011 57 3,492,227,961 38
110 USFS Kern Plateau Lidar, CA 2011 74 3,525,067,765 59
111 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 87 3,556,277,334 66
112 Niobrara River, Nebraska 107 3,577,758,793 82
113 Israel Mediterranean Sharon sea cliff, 2006 629 3,578,254,791 473
114 Silver Plume, CO 240 3,599,618,947 183
115 Measuring Lake Michigan Coastal Erosion, WI 2020 108 3,645,798,291 75
116 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
117 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
118 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
119 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 84 3,796,882,350 51
120 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
121 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
122 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
123 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
124 Greys River, WY (1550 nm) 87 3,983,915,565 61
125 West Coast and Hauraki Plains, Waikato, New Zealand 2015 191 3,998,938,430 125
126 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
127 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
128 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
129 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 263 4,079,121,108 157
130 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
131 Kremmling, CO: Blue and Colorado River Confluence 213 4,149,994,440 158
132 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
133 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 47 4,225,712,931 33
134 Lidar Survey of the Centralia Mine, WA 2023 101 4,281,855,387 76
135 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
136 USFS Storrie Fire, CA 2013 72 4,351,901,293 37
137 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
138 Lidar Survey of Dump Creek, ID 2019 125 4,439,662,544 87
139 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
140 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
141 Lidar Survey of John Henry Mine, WA 2023 179 4,550,278,656 128
142 USFS North Happy Camp Complex Lidar, CA 2015 97 4,577,216,681 41
143 Waimakariri, Canterbury, New Zealand 2023 86 4,578,401,722 51
144 Truckee, CA: Sagehen Creek Snowpack Measurement 85 4,637,171,848 46
145 Hope Fault, NZ 2010 135 4,638,835,709 75
146 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 381 4,697,414,229 266
147 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
148 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
149 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
150 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
151 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
152 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 149 4,921,270,318 109
153 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 234 4,990,675,067 188
154 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
155 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
156 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
157 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 449 5,224,795,491 237
158 Airborne Laser Mapping of Yosemite National Park, CA, 2007 400 5,250,484,934 294
159 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
160 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 578 5,263,777,871 439
161 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
162 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
163 Alpine Fault, NZ 2015 57 5,439,913,926 31
164 Niwot Ridge Long-Term Ecological Research Site, Colorado 153 5,458,120,655 111
165 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
166 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
167 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 132 5,532,856,818 72
168 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
169 Lidar Survey of Sparta Earthquake Rupture, NC 2020 127 5,535,476,289 79
170 Powder River, MT 2016 122 5,571,998,566 81
171 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 99
172 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
173 Oban, Stewart Island / Rakiura, New Zealand 2021 111 5,733,377,143 66
174 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 60 5,745,036,532 38
175 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
176 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
177 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
178 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
179 Lidar Survey of the McKinley Mine, NM 2023 85 5,843,931,248 62
180 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
181 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
182 Everglades National Park 159 5,888,906,543 123
183 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
184 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
185 Timaru Rivers, Canterbury, New Zealand 2014 150 5,985,361,982 93
186 Lidar Survey of Lava Tubes, CA 2023 142 6,053,857,796 81
187 Santa Clarita Topography 135 6,059,726,419 89
188 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
189 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
190 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
191 Hurunui Rivers, Canterbury, New Zealand 2013 210 6,127,367,255 115
192 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
193 Great Smokey Mountains, NC 293 6,219,017,818 221
194 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 71 6,220,875,159 40
195 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 150 6,221,999,871 119
196 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
197 Lake Bonneville, Utah 162 6,265,467,543 118
198 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
199 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
200 Lidar Survey of the Black Hills Experimental Forest, South Dakota 526 6,415,378,066 329
201 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
202 Lidar Survey of Paoha Island, CA 2023 124 6,742,444,751 85
203 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
204 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
205 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
206 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 98 6,919,514,565 47
207 Big Creek, California 272 6,978,510,657 183
208 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
209 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 107 7,005,111,980 54
210 Lidar Survey of the Kayenta Mine, AZ 2023 118 7,195,964,364 68
211 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
212 Topo-Bathymetric Data Set: Sacramento River, California 2023 133 7,234,152,755 69
213 Topographic stress controls, San Bernardino Mountains, CA 2017 220 7,250,395,221 127
214 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
215 Motueka River Valley, Tasman, New Zealand 2018-2019 205 7,352,141,948 84
216 Huntly, Waikato, New Zealand 2015-2019 190 7,358,608,642 95
217 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 143 7,391,869,795 90
218 North Sister, OR: Collier Cone Lava Flow 174 7,411,388,769 94
219 Laytonville, CA lidar 2015 132 7,433,394,387 89
220 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
221 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 118 7,498,521,961 66
222 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
223 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 241 7,571,630,204 121
224 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
225 High Resolution SFM Topography of the Central San Andreas Fault, California 99 7,669,834,622 68
226 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
227 Lassen Volcanic National Park, CA 2019 184 7,767,905,421 99
228 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
229 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 190 7,891,195,025 122
230 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
231 Lake Isabella Lidar Collection, CA 2015 192 8,043,916,229 104
232 High Resolution Topography of House Range Fault, Utah 73 8,069,135,167 43
233 High Resolution Mapping of Antelope Valley Ranch, CA. 158 8,192,491,267 82
234 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 155 8,196,863,928 89
235 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
236 Central Otago, Otago, New Zealand 2021 95 8,210,116,712 47
237 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 139 8,348,206,851 102
238 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
239 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
240 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 218 8,569,925,178 136
241 Sea Grass Beds, Apalachicola, FL 345 8,641,284,301 265
242 Wānaka, Otago, New Zealand 2022-2023 418 8,662,606,339 180
243 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 284 8,700,841,087 198
244 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
245 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
246 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
247 Mackenzie, Canterbury, New Zealand 2015 277 8,837,184,495 140
248 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
249 White Canyon and Hite, Lake Powell, Utah 264 8,918,975,137 163
250 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
251 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
252 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
253 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
254 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
255 Lincoln National Forest, NM: Floodplains in Fluvial Networks 151 9,210,806,321 90
256 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
257 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
258 1959 Hebgen Lake rupture (Montana) 161 9,332,198,777 93
259 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
260 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
261 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 201 9,480,073,487 85
262 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
263 Richmond and Motueka, Tasman, New Zealand 2015 517 9,600,586,599 171
264 Plum Island, MA 404 9,610,506,367 258
265 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
266 Flathead Lake Biological Station, MT (May 2005) 271 9,626,118,560 186
267 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
268 Survey of Parts of Potomac and Susquehanna Rivers 475 9,665,915,602 341
269 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
270 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
271 Quantifying Sediment Mobilization by Wildfire, CA 2025 191 9,823,353,490 81
272 Snake River, Wyoming 241 9,840,221,598 181
273 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 197 9,949,376,717 126
274 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
275 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
276 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
277 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
278 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
279 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
280 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
281 USFS San Gabriel Mountain Lidar, CA 2009 403 10,574,417,755 232
282 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
283 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
284 Blenheim, Marlborough, New Zealand 2014 599 10,672,265,952 202
285 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 195 10,749,704,420 94
286 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 210 10,763,539,019 120
287 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 208 10,905,764,524 107
288 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 181 11,001,028,692 124
289 Bedrock River Channels of the Taiwan Central Range, 2018-2020 217 11,031,167,916 99
290 Idaho Lidar Consortium (ILC): Clear Creek 170 11,057,157,784 76
291 Kern Canyon Lidar Collection, CA 2008 205 11,097,831,978 118
292 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
293 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 256 11,130,301,252 174
294 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
295 Slumgullion Landslide, Colorado (July 7, 2015) 213 11,362,731,618 90
296 Lidar Survey of Dangermond Preserve, CA 126 11,397,143,057 71
297 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 168 11,432,358,486 75
298 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
299 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 174 11,449,428,360 96
300 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 122 11,459,335,722 75
301 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
302 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
303 Normal Fault Comparisons, Utah 2019 144 11,816,104,151 69
304 Mapping of Displacements Near Parkfield, California 164 11,820,072,690 92
305 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 129 11,903,699,310 70
306 Southern California Bedrock Landscapes 2015 Airborne Lidar 202 12,079,052,920 115
307 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 245 12,084,223,333 159
308 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
309 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
310 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 392 12,432,005,478 190
311 Tasman Bay, Tasman, New Zealand 2022 397 12,589,721,889 129
312 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
313 Raplee Ridge, Utah 310 12,961,028,475 189
314 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 280 13,195,085,539 174
315 South Florida Everglades 312 13,333,187,364 210
316 NEON D17 Pacific Southwest- California 359 13,423,633,466 185
317 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 232 13,429,341,080 128
318 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 304 13,472,879,573 161
319 USBR Upper Columbia River Basin West 301 13,484,907,161 160
320 Triangle Lake, OR: Earthquake Induced Landslide 217 13,694,870,963 126
321 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 330 13,904,368,640 162
322 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
323 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
324 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
325 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 211 14,466,257,092 121
326 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
327 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
328 Rapid Response to 2011 Mississippi Flood 162 14,622,528,167 77
329 High Resolution Topography near Santa Cruz, CA 2017 175 14,875,567,647 87
330 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
331 Banks Peninsula, Canterbury, New Zealand 2023 372 15,335,865,438 140
332 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 744 15,420,099,419 201
333 Greybull, WY: Sheep Mountain Anticline 193 15,432,604,975 117
334 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
335 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
336 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
337 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
338 Kaikoura, Canterbury, New Zealand 2012 565 16,165,790,637 262
339 Manawatū - Whanganui, New Zealand 2024 187 16,301,274,127 82
340 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
341 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 315 16,513,483,379 178
342 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
343 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
344 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 298 16,994,159,956 168
345 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 318 17,052,664,797 185
346 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
347 Dunedin and Mosgiel, Otago, New Zealand 2021 930 17,076,574,723 398
348 Raleigh Peak, Colorado: May 2010 293 17,087,123,398 172
349 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 509 17,616,361,961 281
350 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
351 Bay of Plenty, New Zealand 2024 806 17,891,623,198 253
352 Grand Junction, CO: Roan Plateau 327 17,969,097,116 204
353 Wheeler Ridge, CA 180 18,315,589,170 99
354 Monitoring Woodland Ecosystems, Utah 2018 212 18,393,841,012 101
355 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
356 Carrizo Plain Terrestrial Laser Scanning Dataset 244 18,884,934,584 167
357 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 454 18,925,368,086 221
358 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
359 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
360 Bay of Plenty, New Zealand 2018-2019 879 19,639,003,722 361
361 Mapping of San Gabriel Mountains, CA 2009 Fire 338 19,774,932,153 168
362 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
363 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
364 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
365 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
366 Walker Fault System, Nevada, 2015 262 21,522,299,449 119
367 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
368 Manawatu - Whanganui, New Zealand 2022-2023 587 21,783,868,048 275
369 Porirua, Wellington, New Zealand 2023 663 22,063,929,290 253
370 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 469 22,479,306,464 228
371 Granite Dells, AZ 552 22,525,555,141 268
372 West Rainier Seismic Zone, WA 533 22,652,803,496 292
373 2010 CU-Boulder Campus and Flatirons 711 22,806,610,293 395
374 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
375 Canterbury, New Zealand 2016-2017 678 23,675,711,727 329
376 Slumgullion Landslide, Colorado (July 10, 2015) 361 23,956,325,374 192
377 El Mayor-Cucapah Earthquake, Pleiades 2014 281 25,004,178,686 150
378 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
379 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
380 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
381 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
382 Upper Hutt City, Wellington, New Zealand 2021 403 26,033,510,066 160
383 Selwyn, Canterbury, New Zealand 2023 494 26,204,116,549 182
384 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
385 Slumgullion Landslide, Colorado (July 3, 2015) 490 26,374,986,678 169
386 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
387 Hamilton, Waikato, New Zealand 2023 927 27,344,685,527 325
388 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 735 27,444,046,542 220
389 Nelson, New Zealand 2021 686 27,876,655,230 235
390 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 491 28,287,024,782 265
391 Top of the South Flood, Nelson and Tasman, New Zealand 2022 604 28,371,453,980 188
392 Trinity River, Texas 2015 566 28,480,240,872 302
393 EarthScope Yakima Lidar Project 590 28,559,217,536 284
394 Queenstown, Otago, New Zealand 2021 1,084 28,640,838,880 363
395 Topographic Data Set: Klamath River, California 2018 341 28,641,295,074 156
396 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,037 28,794,042,404 407
397 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 553 28,938,461,496 340
398 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 251 29,210,944,949 103
399 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
400 Death Valley National Park, CA: Badwater Basin 603 29,875,905,056 348
401 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
402 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
403 2013 Balochistan earthquake, Pakistan 445 30,215,266,234 243
404 Surprise Valley, CA 412 30,244,039,582 229
405 Northern San Andreas Fault, CA 1,158 30,547,813,436 516
406 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
407 Central Otago, Otago, New Zealand 2022-2023 477 31,951,962,319 174
408 Otago, New Zealand 2016 1,003 32,042,915,449 406
409 White Sands National Monument, NM: Lidar Survey of Dune Fields 780 32,770,320,891 317
410 2016 Solana Beach, CA Bluff Characterization Survey 669 32,824,542,366 368
411 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
412 Manawatu - Whanganui, New Zealand 2015-2016 826 33,211,431,334 309
413 Canterbury, New Zealand 2018-2019 936 34,151,951,183 395
414 Kaikōura, Canterbury, New Zealand 2016 522 35,161,755,336 172
415 Victor Harbour - South Australia, 2011 825 35,309,733,681 542
416 California ARRA Lidar 776 35,391,169,805 422
417 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 787 35,737,906,995 337
418 USBR Upper Columbia River Basin East 1,719 36,482,591,419 1,070
419 Northland, New Zealand 2024 692 36,612,463,662 206
420 Banks Peninsula, Canterbury, New Zealand 2018-2019 675 36,952,116,263 302
421 Kapiti Coast, Wellington, New Zealand 2021 651 37,401,794,647 257
422 Hamilton, Waikato, New Zealand 2019 966 38,761,362,423 315
423 Southwest Flank of Mt.Rainier, WA 588 39,001,408,525 349
424 Waikato, New Zealand 2024 738 39,128,446,539 257
425 USFS Freds Fire Lidar, CA 2015 222 39,560,582,649 41
426 Hutt City, Wellington, New Zealand 2021 961 40,760,656,983 307
427 Auckland Part 2, New Zealand 2024 805 40,826,047,376 274
428 Hawaii Kauai Survey 744 41,581,484,967 406
429 Marlborough, New Zealand 2018 660 41,786,114,472 238
430 Mapping the Kaibab Plateau, AZ 764 42,234,143,658 473
431 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 882 42,647,368,353 415
432 East Helanshan Fault, northern China 961 43,458,289,958 510
433 Lidar Survey of Middle Usumacinta Region, Mexico 563 43,788,887,648 280
434 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 678 44,013,122,512 268
435 EarthScope Alaska Denali Totschunda Lidar Project 825 44,252,672,449 306
436 New Madrid Seismic Zone 514 45,868,153,238 220
437 Na Pali Coast, Kauai, Hawaii 814 47,620,624,978 460
438 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,133 52,407,995,897 514
439 Palmerston North, Manawatu-Whanganui, New Zealand 2018 899 52,568,265,330 272
440 2013 USFS Tahoe National Forest Lidar 1,156 53,188,804,641 374
441 Teton Conservation District, Wyoming Lidar 954 53,814,341,687 449
442 2010 Salton Sea Lidar Collection 529 54,096,159,654 187
443 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 704 54,926,421,900 251
444 Meteor Crater, AZ 1,114 56,607,489,768 719
445 Austin, TX, Rapid Response, 2015 1,362 57,278,368,884 770
446 Queenstown, Otago, New Zealand 2016 1,242 57,875,740,870 423
447 Yosemite National Park, CA: Rockfall Studies 1,230 62,942,119,682 607
448 Missisquoi Watershed Lidar 1,500 63,454,429,198 636
449 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 860 63,472,555,064 435
450 Central U.S. ARRA Lidar, New Madrid Seismic Zone 625 64,416,988,374 169
451 Yosemite Rim Fire lidar 2013 1,069 64,428,329,438 490
452 Sunset Crater Volcano National Monument, AZ 1,053 65,281,019,711 667
453 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,417 65,606,212,260 554
454 Hawke’s Bay, New Zealand 2023 - 2024 1,596 65,864,348,816 303
455 Coastal Catchments, Otago, New Zealand 2021 2,937 68,224,112,301 562
456 Napa Watershed, CA 2,655 71,712,836,378 909
457 Jemez River Basin Snow-off Lidar Survey 1,140 73,300,669,751 478
458 Gisborne, New Zealand 2018-2020 1,224 73,539,806,887 319
459 Auckland, New Zealand 2013 2,525 74,984,671,392 1,070
460 Auckland South, New Zealand 2016-2017 1,496 75,608,754,814 573
461 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,684 80,482,951,827 744
462 Tasman, New Zealand 2020-2022 1,175 81,591,064,657 303
463 Kilauea Volcano, HI June 2018 Acquisition 1,519 82,523,853,095 460
464 St. Elis Mountains and Gulf of Alaska 1,806 83,058,092,832 882
465 EarthScope Intermountain Seismic Belt Lidar Project 1,593 83,770,379,842 757
466 Auckland Part 1, New Zealand 2024 1,996 86,394,299,406 589
467 Gisborne, New Zealand 2023 1,202 86,668,892,471 284
468 Taranaki, New Zealand 2021 2,140 89,952,276,854 494
469 Hawaii Big Island Lidar Survey 1,642 90,312,703,003 906
470 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 885 95,445,997,998 329
471 Northland, New Zealand 2018-2020 3,576 95,677,440,401 703
472 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,589 97,100,459,582 892
473 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,889 97,705,734,825 967
474 Marlborough, New Zealand 2020-2022 1,911 101,020,632,656 395
475 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,394 104,067,050,028 300
476 Utah Geological Survey Lidar 2,557 108,574,504,919 1,067
477 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,991 108,904,518,534 1,095
478 EarthScope Southern & Eastern California Lidar Project 4,147 112,351,367,084 797
479 Kilauea Volcano, HI July 2018 Acquisition 1,767 114,113,765,327 769
480 Southland, New Zealand 2020-2024 1,773 115,041,233,586 457
481 Wellington City, New Zealand 2019-2020 3,886 115,077,316,060 1,172
482 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,598 115,326,989,355 870
483 2015-2017 State of Utah Lidar Acquisition 2,852 115,485,880,109 1,201
484 Christchurch, Canterbury, New Zealand 2020-2021 2,538 122,614,382,182 782
485 2010 Channel Islands Lidar Collection 1,610 123,492,229,352 565
486 2005 San Diego Urban Region Lidar 5,011 127,380,518,417 2,217
487 West Coast, New Zealand 2020-2025 1,885 129,645,718,173 495
488 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
489 EarthScope Northern California Lidar Project 4,172 135,634,593,534 1,583
490 2014 USFS Tahoe National Forest Lidar 2,163 136,610,062,969 837
491 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,052 146,989,411,619 731
492 Bay of Plenty, New Zealand 2019-2022 3,717 147,689,039,650 795
493 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,275 152,749,643,712 932
494 Hawke's Bay, New Zealand 2020-2021 3,811 169,038,443,340 604
495 Lake Tahoe Basin Lidar 4,351 179,442,317,764 1,332
496 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,245 185,759,370,122 1,358
497 B4 Project - Southern San Andreas and San Jacinto Faults 4,397 199,175,632,867 891
498 Canterbury, New Zealand 2020-2025 3,472 211,533,103,945 965
499 Auckland North, New Zealand 2016-2018 5,796 242,336,223,073 1,462
500 Wellington, New Zealand 2013-2014 5,947 269,309,830,314 1,801
501 Waikato, New Zealand 2021 9,153 290,206,269,117 865
502 State of Utah Acquired Lidar Data - Wasatch Front 7,363 394,372,062,409 2,150
503 2011 - 2013 Indiana Statewide Lidar 64,258 646,662,879,651 8,797
504 Oregon Department of Geology and Mineral Industries Lidar Program Data 19,038 825,886,489,226 5,624
 
    All Datasets 348,004 13,530,065,846,547