Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed   ↑ No. of unique users
1 Riverside County Flood Control Apple Fire Lidar, CA 2021 2 20,005 2
2 2007 LVIS Greenland 37 5,781,096 19
3 Lidar Transects along Yucatan Peninsula and San Gervasio, Mexico 1 6,116,553 1
4 Monitoring Tree Water Stress, CA 2025 1 15,439,471 1
5 Lithologic Controls on Slot Canyon Formation, AZ 2025 2 59,554,078 2
6 Riverside County Flood Control Apple Fire Lidar, CA 2022 6 88,646,371 6
7 Lidar Survey of Caspar Creek, CA 2003 120 92,273,470 91
8 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
9 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
10 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
11 Western Hope Fault, NZ 2010 8 206,468,140 8
12 USFS Summit Springs Lidar, CA 2013 15 239,930,394 13
13 Structure from Motion data along the sSAF, Ferrum, CA 2021 11 242,775,648 8
14 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
15 Marsden Point, Northland, New Zealand 2016 53 349,856,229 41
16 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
17 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 9 417,845,996 8
18 USFS Mule Lidar, CA 2013 30 435,914,994 17
19 USFS Mule Lidar, CA 2012 33 671,289,433 27
20 Riverside County Flood Control Apple Fire Lidar, CA 2020 26 687,840,321 20
21 Tushar Mountains, Utah (532 nm) 37 716,220,213 31
22 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 21 738,454,113 15
23 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
24 USFS Squaw Creek Lidar, CA 2013 27 786,103,391 22
25 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
26 USFS Slides Glade Lidar, CA 2013 19 845,171,314 17
27 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
28 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
29 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
30 Topographic Signatures of Barrier Island Vulnerability, TX 2021 17 1,086,507,379 14
31 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
32 USFS Taliaferro Ridge Lidar, CA 2013 27 1,169,040,948 19
33 USFS Road46 Lidar, CA 2013 32 1,218,812,751 24
34 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
35 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 131 1,224,005,696 116
36 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 22 1,241,370,110 15
37 Pahrump Valley: California/Nevada State Line 81 1,244,610,143 64
38 Landers Surface Rupture Terrestrial Laser Scanning Dataset 215 1,249,583,195 151
39 Central Alpine Fault, NZ 2010 49 1,253,521,847 31
40 USFS East Branch East Weaver Creek Lidar, CA 2012 31 1,272,936,300 21
41 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
42 Blind Canyon and Box Canyon, Twin Falls, ID 106 1,326,642,329 85
43 Blacks Mountain Experimental Forest, CA 2009 49 1,331,278,042 30
44 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
45 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
46 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
47 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
48 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
49 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
50 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
51 Granite Dells Terrestrial Laser Scanning Dataset 452 1,519,016,702 334
52 Channel Avulsion in Bishop, California 23 1,535,567,632 20
53 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
54 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 46 1,552,840,782 37
55 Salsipuedes-Punta Morro, Baja California, Mexico 2014 174 1,586,893,008 107
56 USFS Meadow Valley Lidar, CA 2009 67 1,609,611,990 42
57 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 90 1,653,864,464 70
58 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
59 USFS Trout Creek Lidar, CA 2012 52 1,675,476,808 34
60 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
61 USFS Moores Flat Lidar, CA 2013 55 1,735,114,665 29
62 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
63 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
64 USFS South Creek Lidar, CA 2012 44 1,992,480,206 25
65 Impact of Waterfall Formation on River Long Profiles, CA 2021 47 2,004,554,439 32
66 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
67 Merced, CA: Origin and Evolution of the Mima Mounds 51 2,085,725,580 41
68 Interpreting Fluvial Processes from Channel-Belt Deposits, Utah 2018 40 2,102,089,981 31
69 Wellington Fault, NZ 2010 118 2,113,131,347 95
70 USFS Trout Creek Lidar, CA 2013 38 2,118,209,536 30
71 North Carolina Coast: Quantifying Patterns of Coastal Change (June 2006) 107 2,143,483,296 62
72 Lidar Survey of the Snake River, WY 2012 (1064 nm/Gemini) 39 2,152,340,809 31
73 Mapping the Koyukuk River System, AK 2022 65 2,245,729,317 38
74 USFS Mill Flat Creek Lidar, CA 2012 55 2,298,005,713 36
75 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
76 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
77 Agua Blanca Fault, Baja California, Mexico. 119 2,486,285,767 69
78 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
79 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
80 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
81 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
82 Structure from Motion data along the sSAF, Salt Creek, CA 2021 41 2,614,237,524 23
83 Lidar Survey of Deltaic Wetlands, LA 2023 46 2,641,161,658 37
84 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
85 Wairarapa Fault, NZ 2010 80 2,835,184,371 55
86 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 45 2,857,129,496 29
87 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
88 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 95 2,865,916,546 51
89 Lidar Survey of the San Pedro River, AZ 2021 72 2,890,162,733 52
90 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
91 USFS Oak Creek Lidar, CA 2012 62 2,914,082,093 40
92 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
93 West Bijou Creek, CO 126 3,000,843,705 88
94 Quantitative Characterization of Dune-Dune Interactions, CA 2022 45 3,025,989,182 20
95 USFS Illilouette Basin Lidar, CA 2011 52 3,040,378,713 33
96 Repeat Mapping of Antelope Valley Ranch, CA, 2019 80 3,042,900,798 46
97 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 77 3,063,166,606 41
98 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
99 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
100 Greys River, WY (532 nm) 76 3,149,886,511 38
101 USFS Marble Valley Lidar, CA 2012 42 3,233,562,909 27
102 USFS Moonlight Fire Lidar, CA 2013 67 3,295,759,123 26
103 Sierra National Forest, CA: Soil Formation and Transport 202 3,297,121,715 143
104 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 81 3,335,909,324 43
105 Niobrara River, Nebraska (532 nm) 77 3,403,294,248 64
106 USFS Kern Plateau Lidar, CA 2011 68 3,416,112,965 53
107 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
108 Lidar Survey Along the Calico Fault, CA 2023 53 3,440,487,347 38
109 Mayapan, Mexico 62 3,453,917,586 31
110 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
111 Israel Mediterranean Sharon sea cliff, 2006 615 3,470,909,615 463
112 Lidar Survey of John Henry Mine, WA 2023 151 3,555,872,941 105
113 Niobrara River, Nebraska 107 3,577,758,793 82
114 Silver Plume, CO 239 3,599,585,476 182
115 Measuring Lake Michigan Coastal Erosion, WI 2020 106 3,617,333,224 73
116 Lidar Survey of the Centralia Mine, WA 2023 84 3,626,620,405 64
117 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
118 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
119 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
120 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 72 3,761,160,687 45
121 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
122 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
123 USFS Humbug Creek Lidar, CA 2013 24 3,923,910,611 15
124 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
125 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 259 3,948,414,040 155
126 Greys River, WY (1550 nm) 87 3,983,915,565 61
127 West Coast and Hauraki Plains, Waikato, New Zealand 2015 187 3,989,216,722 123
128 Oregon Coast Range: Sediment Storage in Debris-Flows 109 4,004,606,636 55
129 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
130 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
131 Sao Paulo, Brazil Lidar Survey 2017 37 4,083,953,144 23
132 Kremmling, CO: Blue and Colorado River Confluence 211 4,106,812,345 156
133 Central Utah: Topographic Amplification of Earthquake Ground Motions 90 4,185,764,474 59
134 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 45 4,215,200,797 32
135 Lidar Survey of Dump Creek, ID 2019 123 4,264,925,778 85
136 USFS Storrie Fire, CA 2013 71 4,301,177,178 36
137 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
138 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 167 4,352,207,968 122
139 Hope Fault, NZ 2010 124 4,378,350,064 73
140 Waimakariri, Canterbury, New Zealand 2023 75 4,397,122,089 43
141 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
142 Lidar Survey of the McKinley Mine, NM 2023 68 4,484,229,704 48
143 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
144 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
145 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 375 4,547,556,896 260
146 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
147 Thames, Waikato, New Zealand 2017-2019 182 4,747,827,293 94
148 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
149 Mapping Landscape Evolution in the Ozarks, AR 2023 91 4,782,704,455 51
150 Lidar Survey of the Sierra Nevada Mountains, CA 2012 98 4,805,863,630 67
151 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
152 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 99 4,842,432,554 64
153 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 148 4,919,955,007 108
154 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 226 4,939,510,237 183
155 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
156 USFS Willow Creek Lidar, CA 2012 129 5,036,827,562 85
157 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 70 5,114,736,062 46
158 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 571 5,174,047,359 432
159 Airborne Laser Mapping of Yosemite National Park, CA, 2007 394 5,195,802,024 290
160 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
161 Alpine Fault, NZ 2015 56 5,318,113,156 30
162 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
163 Lidar Survey of Sparta Earthquake Rupture, NC 2020 124 5,369,946,562 76
164 Lidar Survey of Lava Tubes, CA 2023 123 5,377,220,915 72
165 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
166 Niwot Ridge Long-Term Ecological Research Site, Colorado 152 5,451,108,908 110
167 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
168 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 57 5,472,383,620 36
169 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
170 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
171 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
172 Powder River, MT 2016 120 5,548,123,474 79
173 Idaho Lidar Consortium (ILC): Jack Waite Mine 113 5,559,675,868 62
174 Poleta Folds, southern Deep Springs Valley, California 351 5,593,625,561 248
175 Lidar Survey of the Kayenta Mine, AZ 2023 98 5,637,698,999 53
176 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
177 Everglades National Park 157 5,659,129,594 121
178 Oban, Stewart Island / Rakiura, New Zealand 2021 103 5,725,707,084 61
179 USFS Sims Fire Lidar, CA 2012 117 5,782,467,475 54
180 Idaho Lidar Consortium (ILC): Moscow Mountain 256 5,794,284,753 173
181 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
182 Meandering Channels in Death Valley, CA 2019 53 5,875,801,749 33
183 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River (2010) 206 5,877,580,824 99
184 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 68 5,891,484,106 37
185 Topo-Bathymetric Data Set: Sacramento River, California 2023 107 5,914,876,223 57
186 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
187 Great Smokey Mountains, NC 285 5,959,284,485 214
188 Timaru Rivers, Canterbury, New Zealand 2014 146 5,966,882,506 89
189 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
190 Hurunui Rivers, Canterbury, New Zealand 2013 208 6,033,531,391 114
191 Santa Clarita Topography 134 6,059,174,236 89
192 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
193 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
194 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
195 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
196 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 149 6,219,739,057 118
197 Lost River Fault Zone Near Borah Peak, Idaho 51 6,241,544,291 24
198 Lake Bonneville, Utah 160 6,265,291,702 117
199 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
200 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
201 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
202 Lidar Survey of Paoha Island, CA 2023 117 6,386,280,749 78
203 Furnace Creek Wash, Death Valley National Park, California 176 6,490,502,283 119
204 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 93 6,495,920,417 43
205 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
206 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 251 6,762,661,191 124
207 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 112 6,779,537,777 61
208 Ladron Peak, New Mexico Survey 148 6,854,593,016 115
209 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
210 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
211 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
212 Central Otago, Otago, New Zealand 2021 79 6,909,136,844 40
213 Big Creek, California 272 6,978,510,657 183
214 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
215 Huntly, Waikato, New Zealand 2015-2019 185 7,208,188,532 95
216 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
217 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
218 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
219 Motueka River Valley, Tasman, New Zealand 2018-2019 201 7,260,964,900 84
220 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 137 7,270,266,467 87
221 Laytonville, CA lidar 2015 132 7,433,394,387 89
222 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 246 7,517,343,570 133
223 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 235 7,521,378,584 118
224 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 181 7,537,352,943 118
225 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 263 7,588,643,508 196
226 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
227 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
228 Balclutha, Otago, New Zealand 2020 247 7,712,944,597 114
229 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
230 High Resolution Topography of House Range Fault, Utah 68 7,858,066,814 39
231 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 129 7,912,691,994 93
232 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
233 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 134 7,976,642,178 83
234 High Resolution Mapping of Antelope Valley Ranch, CA. 156 7,989,914,601 81
235 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
236 Wānaka, Otago, New Zealand 2022-2023 404 8,067,861,040 172
237 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
238 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 197 8,227,512,438 128
239 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
240 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
241 Mackenzie, Canterbury, New Zealand 2015 267 8,538,123,804 135
242 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
243 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
244 Woodland-encroached sagebrush ecosystem, Nevada 155 8,693,029,646 109
245 Bedrock River Channels of the Taiwan Central Range, 2018-2020 194 8,733,585,738 88
246 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
247 Surface Expression of the 1886 Charleston, South Carolina Earthquake 277 8,802,991,544 111
248 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 239 8,815,249,196 139
249 White Canyon and Hite, Lake Powell, Utah 259 8,817,401,289 160
250 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 197 8,858,311,550 82
251 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
252 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
253 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
254 Tender Foot, MT: Hydrological Processes on Hill Slopes 202 9,010,726,191 110
255 Quantifying Sediment Mobilization by Wildfire, CA 2025 148 9,027,393,516 71
256 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
257 Lemhi Watershed - US Bureau of Reclamation 200 9,055,042,161 83
258 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 291 9,081,241,864 146
259 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
260 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
261 1959 Hebgen Lake rupture (Montana) 153 9,228,583,474 89
262 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
263 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
264 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 193 9,512,327,090 123
265 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
266 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
267 Snake River, Wyoming 238 9,554,014,195 178
268 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 162 9,567,333,267 117
269 Survey of Parts of Potomac and Susquehanna Rivers 464 9,572,488,326 336
270 Richmond and Motueka, Tasman, New Zealand 2015 512 9,594,820,839 169
271 Plum Island, MA 404 9,610,506,367 258
272 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
273 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 189 9,654,438,790 90
274 USFS San Gabriel Mountain Lidar, CA 2009 367 9,672,845,675 204
275 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 161 9,718,695,154 98
276 Inyo Domes, CA lidar 2016 160 9,803,352,806 98
277 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
278 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 160 10,098,996,627 69
279 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 232 10,151,314,547 165
280 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
281 Slumgullion Landslide, Colorado (July 7, 2015) 205 10,409,111,573 85
282 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 415 10,413,279,420 107
283 Tauranga and Coast, Bay of Plenty, New Zealand 2015 782 10,444,319,839 333
284 Blenheim, Marlborough, New Zealand 2014 583 10,449,878,730 199
285 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
286 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 247 10,553,414,707 165
287 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
288 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
289 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
290 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
291 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 120 10,851,188,480 65
292 Lidar Survey of Dangermond Preserve, CA 117 10,918,184,840 62
293 Mapping of Diamond Fork River, UT 2017 198 10,953,654,440 123
294 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
295 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
296 Santa Maria River, AZ: Vegetation and channel form 196 11,101,001,545 128
297 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
298 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 186 11,310,547,285 116
299 Normal Fault Comparisons, Utah 2019 131 11,365,371,733 58
300 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 172 11,381,706,949 94
301 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
302 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 221 11,481,569,799 144
303 Tasman Bay, Tasman, New Zealand 2022 372 11,567,099,769 121
304 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
305 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 253 11,683,165,421 138
306 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
307 Mapping of Displacements Near Parkfield, California 157 11,776,807,202 90
308 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
309 Southern California Bedrock Landscapes 2015 Airborne Lidar 200 12,069,797,503 113
310 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 360 12,219,014,115 148
311 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 387 12,397,949,371 188
312 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 259 12,548,560,899 114
313 Raplee Ridge, Utah 308 12,896,774,673 187
314 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 278 12,899,221,540 173
315 South Florida Everglades 310 13,088,670,529 208
316 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 293 13,164,860,619 154
317 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 222 13,207,785,317 124
318 NEON D17 Pacific Southwest- California 350 13,333,994,031 180
319 USBR Upper Columbia River Basin West 301 13,484,907,161 160
320 Triangle Lake, OR: Earthquake Induced Landslide 213 13,543,314,278 123
321 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 269 13,674,069,870 145
322 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 179 14,150,723,821 81
323 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
324 Bay of Plenty, New Zealand 2024 663 14,460,351,648 210
325 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
326 Banks Peninsula, Canterbury, New Zealand 2023 341 14,570,344,954 130
327 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
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 Greybull, WY: Sheep Mountain Anticline 192 15,219,706,644 116
331 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
332 Manawatū - Whanganui, New Zealand 2024 171 15,309,563,331 76
333 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 741 15,416,995,692 200
334 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
335 Calhoun Critical Zone Observatory 2014 Leaf On Survey 268 15,661,259,440 111
336 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 232 15,854,351,715 143
337 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
338 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
339 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
340 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
341 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
342 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
343 Dunedin and Mosgiel, Otago, New Zealand 2021 891 16,704,796,186 388
344 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 254 16,738,398,765 139
345 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
346 Northern Rockies, Montana lidar 2016 262 17,002,856,067 171
347 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
348 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 500 17,475,708,488 273
349 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
350 Grand Junction, CO: Roan Plateau 324 17,940,677,269 201
351 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
352 Wheeler Ridge, CA 179 18,294,682,259 98
353 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
354 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
355 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 444 18,733,240,339 213
356 Marlborough Fault System, South Island, New Zealand 310 18,892,100,235 156
357 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
358 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
359 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
360 Manawatu - Whanganui, New Zealand 2022-2023 523 20,590,758,327 246
361 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
362 USFS Power Fire Lidar, CA 2015 112 21,118,751,487 25
363 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 364 21,139,002,862 173
364 Porirua, Wellington, New Zealand 2023 630 21,328,471,221 242
365 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 252 21,341,675,964 96
366 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
367 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 281 21,744,248,435 156
368 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 467 22,426,340,248 226
369 Granite Dells, AZ 536 22,461,202,769 263
370 2010 CU-Boulder Campus and Flatirons 695 22,543,921,590 386
371 West Rainier Seismic Zone, WA 527 22,557,208,824 290
372 Canterbury, New Zealand 2016-2017 657 22,837,145,051 320
373 Slumgullion Landslide, Colorado (July 10, 2015) 350 22,933,774,960 185
374 Southern Sierra Nevada Critical Zone Observatory: Snow Off 504 23,011,101,990 212
375 El Mayor-Cucapah Earthquake, Pleiades 2014 272 24,297,552,527 145
376 Slumgullion Landslide, Colorado (July 3, 2015) 476 24,576,312,929 162
377 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
378 Hamilton, Waikato, New Zealand 2023 838 25,144,096,098 297
379 Selwyn, Canterbury, New Zealand 2023 462 25,297,368,586 171
380 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
381 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
382 Upper Hutt City, Wellington, New Zealand 2021 389 25,692,862,469 152
383 Harper Lake Fault Slip Distribution, Central Mojave, CA 210 25,926,485,050 79
384 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
385 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 457 26,438,497,690 156
386 Topographic Data Set: Klamath River, California 2018 330 27,062,109,561 149
387 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 733 27,391,235,666 218
388 Nelson, New Zealand 2021 671 27,609,254,901 230
389 Queenstown, Otago, New Zealand 2021 1,028 27,618,158,738 351
390 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
391 Top of the South Flood, Nelson and Tasman, New Zealand 2022 571 28,000,526,415 182
392 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 485 28,151,899,070 260
393 EarthScope Yakima Lidar Project 587 28,281,505,495 281
394 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 547 28,434,231,798 335
395 Trinity River, Texas 2015 562 28,459,819,583 299
396 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
397 Central Otago, Otago, New Zealand 2022-2023 432 29,494,353,497 160
398 Northland, New Zealand 2024 536 29,542,802,099 179
399 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
400 August 24, 2014 South Napa Earthquake 546 29,677,516,103 243
401 Golden Bay, Tasman, New Zealand 2017 616 29,736,271,830 291
402 2013 Balochistan earthquake, Pakistan 438 29,834,016,590 236
403 Surprise Valley, CA 410 29,950,218,392 227
404 Northern Walker Lane, CA Airborne Lidar Dataset 1,164 30,020,089,083 151
405 Northern San Andreas Fault, CA 1,153 30,529,259,093 513
406 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
407 Canterbury, New Zealand 2018-2019 877 31,216,059,009 377
408 Otago, New Zealand 2016 984 31,510,119,797 394
409 2016 Solana Beach, CA Bluff Characterization Survey 642 31,515,887,133 355
410 White Sands National Monument, NM: Lidar Survey of Dune Fields 771 32,523,668,653 309
411 Kaikōura, Canterbury, New Zealand 2016 489 32,593,461,095 159
412 Manawatu - Whanganui, New Zealand 2015-2016 789 32,728,073,083 298
413 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 243 32,884,357,713 83
414 Lidar Survey of Middle Usumacinta Region, Mexico 489 33,091,878,678 260
415 Waikato, New Zealand 2024 577 33,156,143,626 222
416 Victor Harbour - South Australia, 2011 813 34,821,268,969 532
417 California ARRA Lidar 771 34,946,706,214 419
418 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 783 35,652,225,182 333
419 Kapiti Coast, Wellington, New Zealand 2021 612 35,663,435,739 244
420 USBR Upper Columbia River Basin East 1,714 36,321,993,181 1,065
421 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
422 Auckland Part 2, New Zealand 2024 687 36,703,196,915 227
423 Hamilton, Waikato, New Zealand 2019 959 38,738,024,450 311
424 Southwest Flank of Mt.Rainier, WA 583 38,808,899,828 344
425 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
426 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 846 39,982,496,981 401
427 Hutt City, Wellington, New Zealand 2021 890 40,064,494,722 289
428 Hawaii Kauai Survey 742 41,172,236,903 404
429 Mapping the Kaibab Plateau, AZ 746 41,425,122,476 460
430 Marlborough, New Zealand 2018 653 41,538,057,119 234
431 EarthScope Alaska Denali Totschunda Lidar Project 815 42,979,365,709 302
432 East Helanshan Fault, northern China 954 43,171,140,065 504
433 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 661 43,244,032,344 260
434 New Madrid Seismic Zone 506 45,485,389,288 213
435 Na Pali Coast, Kauai, Hawaii 807 46,912,965,795 455
436 Palmerston North, Manawatu-Whanganui, New Zealand 2018 873 51,558,603,006 266
437 2013 USFS Tahoe National Forest Lidar 1,133 51,704,659,002 364
438 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,120 52,330,525,473 508
439 Teton Conservation District, Wyoming Lidar 948 53,682,160,177 446
440 2010 Salton Sea Lidar Collection 520 54,061,352,185 183
441 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 699 54,360,814,630 248
442 Hawke’s Bay, New Zealand 2023 - 2024 1,259 54,602,565,417 249
443 Meteor Crater, AZ 1,096 55,730,879,078 710
444 Austin, TX, Rapid Response, 2015 1,267 55,857,885,559 703
445 Queenstown, Otago, New Zealand 2016 1,221 57,052,895,043 413
446 Yosemite National Park, CA: Rockfall Studies 1,204 62,353,427,810 596
447 Missisquoi Watershed Lidar 1,478 63,035,189,149 621
448 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
449 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,348 63,563,933,813 517
450 Yosemite Rim Fire lidar 2013 1,062 64,019,410,928 485
451 Central U.S. ARRA Lidar, New Madrid Seismic Zone 620 64,174,833,010 165
452 Sunset Crater Volcano National Monument, AZ 1,047 64,819,078,794 662
453 Coastal Catchments, Otago, New Zealand 2021 2,732 65,796,877,726 535
454 Napa Watershed, CA 2,638 71,284,458,539 901
455 Gisborne, New Zealand 2018-2020 1,196 72,955,826,542 316
456 Jemez River Basin Snow-off Lidar Survey 1,137 73,060,178,455 475
457 Auckland Part 1, New Zealand 2024 1,628 73,321,422,991 489
458 Tasman, New Zealand 2020-2022 1,099 74,083,832,605 289
459 Auckland, New Zealand 2013 2,497 74,504,190,621 1,055
460 Auckland South, New Zealand 2016-2017 1,472 75,445,972,951 566
461 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
462 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,678 80,056,585,638 738
463 St. Elis Mountains and Gulf of Alaska 1,791 82,104,285,457 878
464 Taranaki, New Zealand 2021 1,960 82,111,133,673 461
465 Gisborne, New Zealand 2023 1,098 82,612,326,414 266
466 EarthScope Intermountain Seismic Belt Lidar Project 1,583 83,556,635,976 750
467 Hawaii Big Island Lidar Survey 1,633 89,178,675,781 899
468 Northland, New Zealand 2018-2020 3,263 90,742,372,919 664
469 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 868 93,276,770,914 321
470 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,533 94,914,409,441 877
471 Marlborough, New Zealand 2020-2022 1,779 95,943,325,989 374
472 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,866 96,114,799,603 953
473 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,387 103,256,429,077 297
474 Wellington City, New Zealand 2019-2020 3,695 105,218,712,995 1,134
475 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,918 105,795,472,411 1,071
476 Utah Geological Survey Lidar 2,516 107,097,265,431 1,052
477 Southland, New Zealand 2020-2024 1,599 109,178,866,087 425
478 EarthScope Southern & Eastern California Lidar Project 4,119 109,744,882,927 789
479 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
480 2015-2017 State of Utah Lidar Acquisition 2,794 113,349,114,892 1,165
481 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,583 114,396,205,165 861
482 Christchurch, Canterbury, New Zealand 2020-2021 2,336 116,002,290,638 712
483 West Coast, New Zealand 2020-2025 1,736 120,651,186,588 453
484 2010 Channel Islands Lidar Collection 1,522 122,012,633,301 538
485 2005 San Diego Urban Region Lidar 4,948 126,053,346,936 2,180
486 Bay of Plenty, New Zealand 2019-2022 3,471 127,702,540,600 763
487 Lunar Crater Volcanic Field, Central Nevada 1,198 129,167,599,553 518
488 2014 USFS Tahoe National Forest Lidar 2,112 131,022,136,464 824
489 EarthScope Northern California Lidar Project 4,122 134,205,589,479 1,548
490 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,034 146,041,445,492 721
491 Waikato, New Zealand 2021 7,903 150,152,297,136 813
492 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,265 152,530,745,364 926
493 Hawke's Bay, New Zealand 2020-2021 3,780 168,506,283,571 594
494 Lake Tahoe Basin Lidar 4,317 178,211,769,526 1,316
495 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,185 184,692,993,655 1,337
496 Canterbury, New Zealand 2020-2025 3,076 185,225,556,485 800
497 B4 Project - Southern San Andreas and San Jacinto Faults 4,393 198,919,341,402 887
498 Auckland North, New Zealand 2016-2018 5,752 241,419,553,466 1,450
499 Wellington, New Zealand 2013-2014 5,808 265,481,568,334 1,758
500 State of Utah Acquired Lidar Data - Wasatch Front 7,210 390,130,731,303 2,114
501 2011 - 2013 Indiana Statewide Lidar 63,178 638,638,705,950 8,628
502 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,712 795,539,861,300 5,519
 
    All Datasets 337,270 13,011,626,040,439