Las Select Service Break Down by Datasets

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  Dataset No. of services Total points processed   ↑ No. of unique users
1 Spatiotemporal Dynamics of Carbon Accumulation Within the Wax Lake Delta, LA 2026 1 4,305,802 1
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 Mobile Laser Scan over Ridgecrest, CA 2019 2 49,069,023 2
5 Photogrammetric Survey over Ridgecrest, CA 2018 3 77,788,380 3
6 Lidar Survey of Caspar Creek, CA 2003 171 112,265,540 139
7 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
8 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
9 USFS Bean Hill Lidar, CA 2012 27 161,463,015 18
10 Western Hope Fault, NZ 2010 8 206,468,140 8
11 Riverside County Flood Control Apple Fire Lidar, CA 2021 17 221,092,498 11
12 USFS Summit Springs Lidar, CA 2013 17 248,509,953 14
13 Riverside County Flood Control Apple Fire Lidar, CA 2022 21 257,987,048 15
14 Mapping Coastal Dune Erosion, CA 2025 25 316,256,200 16
15 USFS Gopher Hill Lidar, CA 2012 34 329,563,835 23
16 Marsden Point, Northland, New Zealand 2016 54 369,435,319 42
17 USFS Cub Complex Lidar, CA 2009 19 411,346,924 12
18 USFS Mule Lidar, CA 2013 30 435,914,994 17
19 Structure from Motion data along the sSAF, Ferrum, CA 2021 12 470,008,904 9
20 USFS Mule Lidar, CA 2012 33 671,289,433 27
21 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 20 736,115,931 19
22 USFS Dinkey Creek Lidar, CA 2010 24 759,250,805 23
23 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
24 USFS Snag Hill Lidar, CA 2012 31 928,378,594 20
25 Tushar Mountains, Utah (532 nm) 40 948,576,292 33
26 USFS Slides Glade Lidar, CA 2013 22 958,168,893 20
27 USFS Deadman Creek Lidar, CA 2013 24 1,022,326,990 15
28 Morphodynamics of an Unvegetated Meandering River, NV 2021 18 1,023,898,508 14
29 USFS Squaw Creek Lidar, CA 2013 29 1,034,527,069 24
30 USFS Taliaferro Ridge Lidar, CA 2012 21 1,102,376,625 13
31 Lithologic Controls on Slot Canyon Formation, AZ 2025 15 1,145,327,833 10
32 High Resolution Topography over Gabilan Mesa, CA 2003 64 1,222,942,476 44
33 Topographic Signatures of Barrier Island Vulnerability, TX 2021 23 1,236,504,797 17
34 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 1 134 1,263,751,784 119
35 Landers Surface Rupture Terrestrial Laser Scanning Dataset 217 1,267,124,185 153
36 USFS Road46 Lidar, CA 2013 36 1,277,378,937 27
37 USFS East Branch East Weaver Creek Lidar, CA 2012 33 1,321,864,034 23
38 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
39 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
40 Linking Snowpack Heterogeneity to Subsurface Storage and Transmissivity, OR 2022 25 1,388,989,582 18
41 Loma Mar, CA: Lidar survey of the San Jose Mountains 99 1,410,310,491 58
42 Blind Canyon and Box Canyon, Twin Falls, ID 109 1,412,105,528 88
43 USFS Taliaferro Ridge Lidar, CA 2013 30 1,418,973,185 22
44 Pahrump Valley: California/Nevada State Line 85 1,430,163,772 67
45 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
46 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 35 1,493,706,003 26
47 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
48 Channel Avulsion in Bishop, California 23 1,535,567,632 20
49 Granite Dells Terrestrial Laser Scanning Dataset 457 1,537,704,044 338
50 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
51 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 41 1,564,539,903 27
52 Lidar Survey of Montreal, Quebec, Canada 2015 27 1,613,927,044 9
53 Salsipuedes-Punta Morro, Baja California, Mexico 2014 178 1,622,183,383 111
54 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 87 1,659,438,621 47
55 USFS Blodgett Forest Lidar, CA 2013 69 1,659,703,093 49
56 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
57 USFS Trout Creek Lidar, CA 2012 55 1,689,303,158 36
58 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 49 1,722,336,516 39
59 Central Alpine Fault, NZ 2010 52 1,747,034,124 33
60 USFS Mount Bidwell Lidar, CA 2013 33 1,770,924,761 21
61 USFS Meadow Valley Lidar, CA 2009 69 1,834,300,466 44
62 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 93 1,855,058,774 73
63 Monitoring Tree Water Stress, CA 2025 17 1,871,331,209 15
64 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
65 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
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 60 2,123,890,618 33
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 USFS South Creek Lidar, CA 2012 67 2,302,997,196 36
75 Airborne Laser Mapping of Independence Lake, CA 89 2,353,874,526 66
76 USFS Mill Flat Creek Lidar, CA 2012 62 2,385,145,828 38
77 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
78 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 55 2,454,634,072 35
79 Amberley, Canterbury, New Zealand 2012 107 2,520,978,459 68
80 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 57 2,530,586,521 43
81 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 213 2,571,625,711 184
82 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 37 2,605,738,192 24
83 Agua Blanca Fault, Baja California, Mexico. 122 2,653,975,274 72
84 Lidar Survey of Deltaic Wetlands, LA 2023 49 2,675,114,994 40
85 Riverside County Flood Control Apple Fire Lidar, CA 2020 89 2,715,243,080 60
86 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
87 Mapping the Koyukuk River System, AK 2022 75 2,870,983,803 44
88 USFS Dinkey Creek Lidar, CA 2012 63 2,918,667,853 49
89 Tushar Mountains, Utah (1550 nm) 133 2,943,908,924 107
90 Paleo-Outburst Floods in the Truckee River Canyon, CA 128 2,948,263,243 76
91 USFS Storrie Fire, CA 2009 63 2,982,786,717 34
92 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
93 Lidar Survey of the San Pedro River, AZ 2021 75 3,044,449,798 55
94 USFS Oak Creek Lidar, CA 2012 65 3,049,079,247 42
95 Structure from Motion data along the sSAF, Salt Creek, CA 2021 45 3,121,693,406 26
96 USFS Lower Klamath Lidar, CA 2014 46 3,129,906,005 23
97 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
98 Greys River, WY (532 nm) 77 3,153,507,043 39
99 West Bijou Creek, CO 130 3,173,129,392 91
100 Repeat Mapping of Antelope Valley Ranch, CA, 2019 84 3,191,982,526 49
101 Quantitative Characterization of Dune-Dune Interactions, CA 2022 50 3,242,191,093 23
102 Wairarapa Fault, NZ 2010 86 3,282,006,159 58
103 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 81 3,286,010,244 44
104 Sierra National Forest, CA: Soil Formation and Transport 203 3,303,176,568 143
105 USFS Moonlight Fire Lidar, CA 2013 68 3,310,280,998 27
106 Mapleton, OR: Transient Landscape Evolution in the Oregon Coast Range 82 3,384,893,559 44
107 Niobrara River, Nebraska (532 nm) 78 3,411,173,226 65
108 USFS Marble Valley Lidar, CA 2012 44 3,424,725,357 29
109 Lidar Survey Along the Calico Fault, CA 2023 55 3,445,275,491 40
110 Mayapan, Mexico 62 3,453,917,586 31
111 Boulder Creek Critical Zone Observatory May 9 2010 Snow-On Lidar Survey 113 3,466,452,102 48
112 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 87 3,556,277,334 66
113 Niobrara River, Nebraska 107 3,577,758,793 82
114 USFS Illilouette Basin Lidar, CA 2011 58 3,579,009,254 39
115 USFS Kern Plateau Lidar, CA 2011 76 3,586,300,312 61
116 Silver Plume, CO 240 3,599,618,947 183
117 Israel Mediterranean Sharon sea cliff, 2006 633 3,620,183,118 477
118 Measuring Lake Michigan Coastal Erosion, WI 2020 108 3,645,798,291 75
119 Change Detection of Post-fire Runoff Events, CA 2019 88 3,746,664,587 57
120 Whangarei Heads, Northland, New Zealand 2016 146 3,749,930,439 86
121 Idaho Lidar Consortium (ILC): Emerald Creek 136 3,790,056,718 92
122 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 84 3,796,882,350 51
123 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
124 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
125 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
126 SW Montana: Beavers as Geomorphic Agents in Small, Rocky Mountain Streams 107 3,927,764,394 70
127 Greys River, WY (1550 nm) 87 3,983,915,565 61
128 USFS Medicine Lake Volcano Lidar, CA 2013 76 4,019,460,088 46
129 Oregon Coast Range: Sediment Storage in Debris-Flows 110 4,026,246,904 56
130 Study in Erosion Response: Horse Linto, CA 2019 59 4,076,066,302 42
131 North Carolina Coast: Quantifying Patterns of Coastal Change (July 2007) 263 4,079,121,108 157
132 West Coast and Hauraki Plains, Waikato, New Zealand 2015 192 4,095,524,765 126
133 Sao Paulo, Brazil Lidar Survey 2017 39 4,111,214,114 24
134 Kremmling, CO: Blue and Colorado River Confluence 213 4,149,994,440 158
135 Central Utah: Topographic Amplification of Earthquake Ground Motions 100 4,196,191,455 68
136 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm/Angelo) 48 4,255,434,688 33
137 Apopka, FL: Using Lidar to Identify Optimal Gopher Tortoise habitat 158 4,337,576,038 107
138 Lidar Survey of the Centralia Mine, WA 2023 107 4,434,756,613 78
139 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
140 Lidar Survey of Dump Creek, ID 2019 125 4,439,662,544 87
141 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 169 4,452,016,778 124
142 USFS Storrie Fire, CA 2013 75 4,475,879,456 38
143 USFS North Happy Camp Complex Lidar, CA 2015 97 4,577,216,681 41
144 Waimakariri, Canterbury, New Zealand 2023 86 4,578,401,722 51
145 Truckee, CA: Sagehen Creek Snowpack Measurement 85 4,637,171,848 46
146 Hope Fault, NZ 2010 135 4,638,835,709 75
147 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 381 4,697,414,229 266
148 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
149 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
150 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
151 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
152 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 150 4,933,476,300 110
153 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 122 4,934,123,317 58
154 Lidar Survey of John Henry Mine, WA 2023 188 5,006,158,768 134
155 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 235 5,010,885,021 189
156 Mapping Landscape Evolution in the Ozarks, AR 2023 95 5,011,603,316 55
157 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
158 Rio Puerco River, NM: Study of overbank flood dynamics 103 5,040,985,471 66
159 Bitterroot NF, ID: Transient Hillslope Response to Knickpoint Migration 71 5,142,958,017 47
160 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 452 5,240,500,610 238
161 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
162 Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil 579 5,264,780,846 440
163 Airborne Laser Mapping of Yosemite National Park, CA, 2007 403 5,280,945,528 295
164 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
165 Lidar Survey of the Malheur National Forest, Oregon 172 5,407,733,845 124
166 Alpine Fault, NZ 2015 57 5,439,913,926 31
167 Niwot Ridge Long-Term Ecological Research Site, Colorado 154 5,466,933,789 111
168 Fault geometry on the Mission Creek-Mill Creek faults, CA 2017 102 5,470,598,545 58
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 132 5,532,856,818 72
171 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
172 Lidar Survey of Sparta Earthquake Rupture, NC 2020 127 5,535,476,289 79
173 Powder River, MT 2016 122 5,571,998,566 81
174 South Fork Eel River, CA Watershed Morphology 154 5,693,393,825 99
175 Poleta Folds, southern Deep Springs Valley, California 354 5,707,138,110 250
176 Oban, Stewart Island / Rakiura, New Zealand 2021 111 5,733,377,143 66
177 Idaho Lidar Consortium (ILC): Moscow Mountain 258 5,795,635,448 175
178 Idaho Lidar Consortium (ILC): Jack Waite Mine 117 5,836,135,567 64
179 USFS Sims Fire Lidar, CA 2012 120 5,836,701,694 57
180 Yellowstone National Park, WY: Quantifying Gravel-Bed Rivers 119 5,841,881,239 88
181 Lidar Survey of the McKinley Mine, NM 2023 86 5,846,789,539 63
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 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 61 5,884,188,586 38
185 Everglades National Park 160 5,889,548,375 124
186 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
187 Timaru Rivers, Canterbury, New Zealand 2014 151 5,993,376,782 94
188 Northern California Coast: Slope Failure in Low and High Uplift Regions 133 6,008,520,680 83
189 Santa Clarita Topography 135 6,059,726,419 89
190 Dragons Back Ridge: San Andreas Fault, California 169 6,064,573,675 95
191 San Rafael River, Castle Dale, Utah, 2016 117 6,073,685,704 74
192 Bald Point, FL: Hurricane Frequency and Storm Surge Archives from Sinkholes 120 6,114,606,814 90
193 Hurunui Rivers, Canterbury, New Zealand 2013 210 6,127,367,255 115
194 Little San Bernardino Mountains, Joshua Tree National Park, California 98 6,128,690,313 68
195 Lidar Survey of Lava Tubes, CA 2023 147 6,173,311,703 83
196 Great Smokey Mountains, NC 293 6,219,017,818 221
197 Lake Placid, FL: Lidar Survey of the Archbold Biological Station 152 6,241,387,711 120
198 Lost River Fault Zone Near Borah Peak, Idaho 52 6,258,682,318 25
199 Lake Bonneville, Utah 162 6,265,467,543 118
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 the Black Hills Experimental Forest, South Dakota 526 6,415,378,066 329
203 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 76 6,557,078,425 43
204 Furnace Creek Wash, Death Valley National Park, California 179 6,657,696,662 120
205 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
206 Lidar Survey of Paoha Island, CA 2023 127 6,836,308,279 87
207 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 157 6,869,093,487 91
208 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 109 6,894,319,316 46
209 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
210 Big Creek, California 274 7,019,914,875 185
211 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 108 7,185,324,610 49
212 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 108 7,189,791,489 54
213 Reporoa and Upper Piako River, Waikato, New Zealand 2019 171 7,212,786,134 104
214 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
215 Lidar Survey of the Kayenta Mine, AZ 2023 119 7,299,628,786 69
216 Motueka River Valley, Tasman, New Zealand 2018-2019 207 7,357,685,514 85
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 Topographic stress controls, San Bernardino Mountains, CA 2017 221 7,448,679,077 128
221 Huntly, Waikato, New Zealand 2015-2019 191 7,468,657,180 96
222 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 166 7,488,308,021 79
223 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 250 7,538,088,712 135
224 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 266 7,616,294,733 199
225 Topo-Bathymetric Data Set: Sacramento River, California 2023 135 7,627,805,168 71
226 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 245 7,631,111,626 124
227 High Resolution SFM Topography of the Central San Andreas Fault, California 99 7,669,834,622 68
228 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 129 7,690,984,985 67
229 Lost River Fault at Doublespring Pass Rd, Idaho 2015 122 7,722,034,645 76
230 Balclutha, Otago, New Zealand 2020 252 7,774,312,303 116
231 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 192 7,937,016,757 122
232 Lassen Volcanic National Park, CA 2019 192 7,938,966,376 101
233 Point Classification for Hazard Applications: Mammoth Lakes, CA 168 7,985,178,777 122
234 High Resolution Topography of House Range Fault, Utah 73 8,069,135,167 43
235 Lake Isabella Lidar Collection, CA 2015 194 8,092,874,973 106
236 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 157 8,202,006,881 91
237 High Resolution Mapping of Antelope Valley Ranch, CA. 160 8,205,235,002 84
238 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
239 Central Otago, Otago, New Zealand 2021 99 8,217,559,443 48
240 Fault systems in the Eastern California Shear Zone, CA 218 8,472,570,549 104
241 Yucaipa Ridge, San Bernardino Mountains, CA 163 8,487,870,659 93
242 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 218 8,569,925,178 136
243 Sea Grass Beds, Apalachicola, FL 355 8,665,435,823 268
244 Wānaka, Otago, New Zealand 2022-2023 421 8,727,761,468 180
245 Ecosystem Structure in Hetereogeneous Restored Wetlands, CA 2018 236 8,786,073,561 76
246 Surface Expression of the 1886 Charleston, South Carolina Earthquake 282 8,810,288,329 114
247 Andrews Experimental Forest and Willamette National Forest Lidar (Aug 2008) 240 8,816,825,826 140
248 Mackenzie, Canterbury, New Zealand 2015 278 8,837,517,175 141
249 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
250 White Canyon and Hite, Lake Powell, Utah 264 8,918,975,137 163
251 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
252 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 80 8,974,428,045 32
253 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 294 9,009,276,616 201
254 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
255 Woodland-encroached sagebrush ecosystem, Nevada 157 9,071,911,298 109
256 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 167 9,121,193,227 116
257 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
258 Lincoln National Forest, NM: Floodplains in Fluvial Networks 151 9,210,806,321 90
259 Yosemite National Park: Poopenaut Valley and Wawona 273 9,216,986,106 165
260 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 295 9,339,891,935 148
261 1959 Hebgen Lake rupture (Montana) 162 9,358,076,355 94
262 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
263 Tender Foot, MT: Hydrological Processes on Hill Slopes 205 9,478,613,752 113
264 Flathead Lake Biological Station, MT (September 2005) 225 9,516,954,058 138
265 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 205 9,558,789,957 88
266 Richmond and Motueka, Tasman, New Zealand 2015 513 9,595,977,995 170
267 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
268 Flathead Lake Biological Station, MT (May 2005) 272 9,626,532,474 187
269 Illinois River, OR, Coast Ranges, 2016 195 9,653,099,345 98
270 Survey of Parts of Potomac and Susquehanna Rivers 481 9,698,044,442 344
271 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 143 9,745,631,981 98
272 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
273 Plum Island, MA 405 9,784,732,028 259
274 Snake River, Wyoming 243 9,840,254,163 182
275 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 201 9,971,455,534 127
276 Inyo Domes, CA lidar 2016 162 10,066,402,153 99
277 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
278 Southern Sierra Nevada Critical Zone Observatory: Snow On 227 10,196,766,405 110
279 Tauranga and Coast, Bay of Plenty, New Zealand 2015 786 10,456,718,555 335
280 Eel River Critical Zone Observatory July 2014 Lidar Survey (1064 nm) 416 10,469,199,089 108
281 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 159 10,477,564,018 92
282 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
283 Quantifying Sediment Mobilization by Wildfire, CA 2025 203 10,560,291,341 87
284 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
285 USFS San Gabriel Mountain Lidar, CA 2009 417 10,671,955,142 236
286 Blenheim, Marlborough, New Zealand 2014 600 10,672,914,627 202
287 Hydrologic Effects of Forest Restoration, WA 2021 156 10,717,606,358 81
288 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 208 10,905,764,524 107
289 Idaho Lidar Consortium (ILC): Clear Creek 170 11,057,157,784 76
290 Kern Canyon Lidar Collection, CA 2008 205 11,097,831,978 118
291 Santa Maria River, AZ: Vegetation and channel form 198 11,127,933,598 129
292 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 256 11,130,301,252 174
293 Mapping of Diamond Fork River, UT 2017 203 11,194,077,595 126
294 Bedrock River Channels of the Taiwan Central Range, 2018-2020 218 11,234,450,087 99
295 Characterizing Alluvial Channel Bank Erosion with Lidar, TX 2023 248 11,317,292,014 126
296 Slumgullion Landslide, Colorado (July 7, 2015) 214 11,377,835,911 91
297 Lidar Survey of Dangermond Preserve, CA 126 11,397,143,057 71
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 130 11,908,022,128 71
306 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 253 11,934,754,778 139
307 Rangiora, Canterbury, New Zealand 2014 379 12,160,073,719 198
308 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 365 12,320,059,647 152
309 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 251 12,349,552,725 159
310 Abel Tasman and Golden Bay, Tasman, New Zealand 2016 393 12,438,256,182 190
311 Southern California Bedrock Landscapes 2015 Airborne Lidar 209 12,479,515,688 119
312 Tasman Bay, Tasman, New Zealand 2022 408 12,611,772,881 131
313 Oroville, CA: Middle Fork of the Feather River, Sierra Nevada Foothills 263 12,917,527,497 115
314 Raplee Ridge, Utah 311 13,074,706,718 190
315 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 281 13,228,371,898 175
316 South Florida Everglades 312 13,333,187,364 210
317 NEON D17 Pacific Southwest- California 361 13,437,083,394 187
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 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 234 13,567,857,411 129
321 Triangle Lake, OR: Earthquake Induced Landslide 217 13,694,870,963 126
322 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 252 13,877,705,223 123
323 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 228 13,998,802,684 144
324 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 277 14,112,797,013 147
325 Reynolds Creek Critical Zone Observatory 2015 Post-Soda Fire Lidar 180 14,150,890,170 82
326 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 350 14,275,263,159 170
327 Mojave Desert, CA: Precariously Balanced Rocks in Seismic Hazard Analysis 199 14,303,702,347 140
328 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 211 14,466,257,092 121
329 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
330 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 213 14,603,389,396 111
331 Rapid Response to 2011 Mississippi Flood 163 14,667,155,731 78
332 High Resolution Topography near Santa Cruz, CA 2017 176 15,044,835,595 88
333 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
334 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 744 15,420,099,419 201
335 Banks Peninsula, Canterbury, New Zealand 2023 377 15,433,219,059 143
336 Greybull, WY: Sheep Mountain Anticline 194 15,648,736,924 118
337 Calhoun Critical Zone Observatory 2014 Leaf On Survey 270 15,734,371,747 113
338 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 158 15,815,346,779 105
339 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
340 Straight Cliffs Formation, South-Central Utah, 2016 291 16,049,396,504 189
341 Kaikoura, Canterbury, New Zealand 2012 567 16,167,385,198 263
342 Preserving Mountains with Forest Management, CA 2020 226 16,344,609,933 129
343 Manawatū - Whanganui, New Zealand 2024 200 16,599,759,036 85
344 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 316 16,632,256,114 179
345 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
346 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
347 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 318 17,052,664,797 185
348 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
349 Dunedin and Mosgiel, Otago, New Zealand 2021 933 17,079,557,827 398
350 Raleigh Peak, Colorado: May 2010 293 17,087,123,398 172
351 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 299 17,105,004,546 169
352 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 509 17,616,361,961 281
353 Wax Lake Delta, Louisiana, USA 2013 259 17,697,823,694 135
354 Grand Junction, CO: Roan Plateau 329 18,228,975,772 206
355 Wheeler Ridge, CA 180 18,315,589,170 99
356 Monitoring Woodland Ecosystems, Utah 2018 212 18,393,841,012 101
357 Idaho Lidar Consortium (ILC): St. Joe National Forest 449 18,415,275,178 304
358 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 457 18,950,005,207 223
359 Bay of Plenty, New Zealand 2024 843 18,993,318,866 264
360 Marlborough Fault System, South Island, New Zealand 313 19,034,501,572 158
361 Carrizo Plain Terrestrial Laser Scanning Dataset 250 19,348,677,438 170
362 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 256 19,509,151,014 113
363 Bay of Plenty, New Zealand 2018-2019 882 19,655,585,625 362
364 Mapping of San Gabriel Mountains, CA 2009 Fire 351 20,178,674,432 174
365 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 205 20,628,344,753 101
366 USFS Power Fire Lidar, CA 2015 113 21,121,325,405 25
367 Thorton, NH: Hydrologic and Topographic Controls on Organic Carbon in Soils 366 21,353,595,868 175
368 Eel River Critical Zone Observatory July 2014 Lidar Survey (532 nm) 253 21,362,296,640 97
369 Walker Fault System, Nevada, 2015 263 21,523,018,506 120
370 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
371 Manawatu - Whanganui, New Zealand 2022-2023 596 22,080,820,365 279
372 Porirua, Wellington, New Zealand 2023 668 22,084,507,679 256
373 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 471 22,514,565,821 230
374 Granite Dells, AZ 553 22,529,366,793 269
375 West Rainier Seismic Zone, WA 537 22,666,127,290 293
376 2010 CU-Boulder Campus and Flatirons 727 23,119,553,664 400
377 Southern Sierra Nevada Critical Zone Observatory: Snow Off 512 23,454,184,190 218
378 Canterbury, New Zealand 2016-2017 679 23,675,946,526 330
379 Slumgullion Landslide, Colorado (July 10, 2015) 362 23,971,430,307 193
380 El Mayor-Cucapah Earthquake, Pleiades 2014 282 25,004,458,829 151
381 Jemez River Basin Snow-on Lidar Survey 738 25,109,344,890 501
382 Jemez River Basin, NM: Post-fire Landscape Response 372 25,544,845,947 247
383 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
384 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
385 Upper Hutt City, Wellington, New Zealand 2021 417 26,263,982,181 164
386 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
387 Selwyn, Canterbury, New Zealand 2023 499 26,408,396,508 185
388 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
389 Slumgullion Landslide, Colorado (July 3, 2015) 495 26,743,165,544 172
390 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 736 27,475,227,231 221
391 Hamilton, Waikato, New Zealand 2023 951 27,749,321,998 329
392 Top of the South Flood, Nelson and Tasman, New Zealand 2022 613 28,538,819,922 191
393 Nelson, New Zealand 2021 700 28,564,773,008 237
394 Trinity River, Texas 2015 571 28,596,758,202 303
395 EarthScope Yakima Lidar Project 602 28,600,995,655 286
396 Queenstown, Otago, New Zealand 2021 1,090 28,650,404,139 366
397 Topographic Data Set: Klamath River, California 2018 344 28,742,880,104 158
398 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,040 28,814,521,294 407
399 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 554 29,071,162,398 341
400 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 251 29,210,944,949 103
401 August 24, 2014 South Napa Earthquake 549 29,688,033,568 245
402 Death Valley National Park, CA: Badwater Basin 603 29,875,905,056 348
403 Golden Bay, Tasman, New Zealand 2017 620 29,932,857,758 293
404 Northern Walker Lane, CA Airborne Lidar Dataset 1,166 30,140,439,979 152
405 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 580 30,231,552,621 320
406 Surprise Valley, CA 412 30,244,039,582 229
407 2013 Balochistan earthquake, Pakistan 446 30,257,160,449 244
408 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
409 Northern San Andreas Fault, CA 1,164 30,620,839,039 519
410 Central Otago, Otago, New Zealand 2022-2023 485 31,996,217,196 176
411 Otago, New Zealand 2016 1,006 32,044,486,001 407
412 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
413 2016 Solana Beach, CA Bluff Characterization Survey 675 33,198,593,185 371
414 Manawatu - Whanganui, New Zealand 2015-2016 830 33,299,450,494 310
415 Canterbury, New Zealand 2018-2019 944 34,559,308,718 394
416 White Sands National Monument, NM: Lidar Survey of Dune Fields 903 35,047,847,996 378
417 Kaikōura, Canterbury, New Zealand 2016 524 35,198,827,117 173
418 Victor Harbour - South Australia, 2011 826 35,343,263,588 543
419 California ARRA Lidar 776 35,391,169,805 422
420 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 787 35,737,906,995 337
421 USBR Upper Columbia River Basin East 1,731 36,688,869,618 1,074
422 Banks Peninsula, Canterbury, New Zealand 2018-2019 677 36,960,238,532 303
423 Kapiti Coast, Wellington, New Zealand 2021 654 37,560,138,212 258
424 Hamilton, Waikato, New Zealand 2019 969 38,769,347,056 317
425 Southwest Flank of Mt.Rainier, WA 601 39,246,960,305 356
426 USFS Freds Fire Lidar, CA 2015 222 39,560,582,649 41
427 Waikato, New Zealand 2024 751 39,606,646,297 263
428 Northland, New Zealand 2024 743 39,760,053,870 211
429 Hutt City, Wellington, New Zealand 2021 972 41,160,439,947 311
430 Hawaii Kauai Survey 745 41,620,136,704 407
431 Auckland Part 2, New Zealand 2024 836 42,148,034,145 284
432 Marlborough, New Zealand 2018 664 42,187,621,628 240
433 Mapping the Kaibab Plateau, AZ 766 42,263,913,592 475
434 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 890 43,355,885,346 418
435 East Helanshan Fault, northern China 962 43,482,179,860 511
436 EarthScope Alaska Denali Totschunda Lidar Project 827 44,314,823,962 308
437 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 681 44,335,819,920 271
438 Lidar Survey of Middle Usumacinta Region, Mexico 577 45,196,300,103 287
439 New Madrid Seismic Zone 516 45,875,140,669 222
440 Na Pali Coast, Kauai, Hawaii 817 47,660,415,252 462
441 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,134 52,534,836,535 515
442 Palmerston North, Manawatu-Whanganui, New Zealand 2018 900 52,589,766,403 272
443 2013 USFS Tahoe National Forest Lidar 1,159 53,460,262,515 376
444 Teton Conservation District, Wyoming Lidar 955 53,831,444,834 450
445 2010 Salton Sea Lidar Collection 531 54,142,765,304 189
446 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 704 54,926,421,900 251
447 Meteor Crater, AZ 1,114 56,607,489,768 719
448 Austin, TX, Rapid Response, 2015 1,362 57,278,368,884 770
449 Queenstown, Otago, New Zealand 2016 1,244 57,876,038,172 423
450 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 864 63,485,770,271 437
451 Missisquoi Watershed Lidar 1,502 63,500,953,584 637
452 Yosemite National Park, CA: Rockfall Studies 1,253 63,863,895,849 612
453 Yosemite Rim Fire lidar 2013 1,070 64,433,122,364 491
454 Central U.S. ARRA Lidar, New Madrid Seismic Zone 626 64,444,702,920 170
455 Sunset Crater Volcano National Monument, AZ 1,055 65,373,872,044 669
456 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,423 65,665,015,517 557
457 Hawke’s Bay, New Zealand 2023 - 2024 1,637 66,991,834,339 310
458 Coastal Catchments, Otago, New Zealand 2021 2,970 68,312,738,711 568
459 Napa Watershed, CA 2,658 71,714,076,134 911
460 Jemez River Basin Snow-off Lidar Survey 1,143 73,319,155,369 480
461 Gisborne, New Zealand 2018-2020 1,225 73,540,415,111 319
462 Auckland, New Zealand 2013 2,536 75,112,787,772 1,075
463 Auckland South, New Zealand 2016-2017 1,507 76,242,052,307 575
464 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,685 80,725,547,179 744
465 Tasman, New Zealand 2020-2022 1,181 81,751,878,976 305
466 St. Elis Mountains and Gulf of Alaska 1,806 83,058,092,832 882
467 EarthScope Intermountain Seismic Belt Lidar Project 1,601 84,092,186,135 761
468 Gisborne, New Zealand 2023 1,213 86,977,044,885 285
469 Auckland Part 1, New Zealand 2024 2,092 90,132,165,537 609
470 Kilauea Volcano, HI June 2018 Acquisition 1,871 90,222,115,204 522
471 Hawaii Big Island Lidar Survey 1,642 90,312,703,003 906
472 Taranaki, New Zealand 2021 2,199 90,665,719,280 498
473 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 894 96,816,755,851 330
474 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,709 97,530,935,727 956
475 Northland, New Zealand 2018-2020 3,653 98,366,706,946 713
476 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,902 98,820,705,203 968
477 Marlborough, New Zealand 2020-2022 1,923 101,449,556,243 398
478 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,394 104,067,050,028 300
479 Utah Geological Survey Lidar 2,609 109,209,462,205 1,097
480 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 3,125 110,160,944,136 1,162
481 EarthScope Southern & Eastern California Lidar Project 4,151 112,518,128,751 799
482 Kilauea Volcano, HI July 2018 Acquisition 1,789 114,936,099,923 775
483 Southland, New Zealand 2020-2024 1,790 115,449,482,489 464
484 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,605 115,536,860,734 875
485 Wellington City, New Zealand 2019-2020 3,900 116,330,586,048 1,177
486 2015-2017 State of Utah Lidar Acquisition 2,898 116,356,938,065 1,233
487 Christchurch, Canterbury, New Zealand 2020-2021 2,578 123,402,607,865 790
488 2010 Channel Islands Lidar Collection 1,623 123,546,400,217 568
489 2005 San Diego Urban Region Lidar 5,020 127,409,276,429 2,222
490 West Coast, New Zealand 2020-2025 1,908 129,977,094,709 499
491 Lunar Crater Volcanic Field, Central Nevada 1,206 130,384,601,566 522
492 EarthScope Northern California Lidar Project 4,176 135,650,267,793 1,586
493 2014 USFS Tahoe National Forest Lidar 2,165 136,613,622,322 838
494 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,053 146,989,613,285 732
495 Bay of Plenty, New Zealand 2019-2022 3,734 148,225,001,053 799
496 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,282 153,124,505,552 938
497 Hawke's Bay, New Zealand 2020-2021 3,816 169,297,193,326 607
498 Lake Tahoe Basin Lidar 4,356 179,453,244,456 1,334
499 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,246 185,760,565,749 1,358
500 B4 Project - Southern San Andreas and San Jacinto Faults 4,400 199,202,025,833 894
501 Canterbury, New Zealand 2020-2025 3,521 214,068,193,399 972
502 Auckland North, New Zealand 2016-2018 5,800 242,353,003,986 1,463
503 Wellington, New Zealand 2013-2014 5,967 269,618,239,603 1,806
504 Waikato, New Zealand 2021 9,283 293,625,977,561 918
505 State of Utah Acquired Lidar Data - Wasatch Front 7,395 395,181,246,652 2,163
506 2011 - 2013 Indiana Statewide Lidar 64,493 649,068,122,974 8,833
507 Oregon Department of Geology and Mineral Industries Lidar Program Data 19,119 827,954,131,395 5,647
 
    All Datasets 351,226 13,613,000,370,053