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 4 37,734 3
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 Lidar Survey of Caspar Creek, CA 2003 125 97,966,594 96
6 2008 LVIS Sierra Nevada, CA 95 113,915,102 50
7 Riverside County Flood Control Apple Fire Lidar, CA 2022 8 118,844,237 8
8 Mapping the PUUC Region, Campeche, Mexico 1 157,327,139 1
9 USFS Bean Hill Lidar, CA 2012 26 158,138,468 17
10 Western Hope Fault, NZ 2010 8 206,468,140 8
11 Lithologic Controls on Slot Canyon Formation, AZ 2025 3 239,253,837 3
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 USFS Mule Lidar, CA 2013 30 435,914,994 17
18 Mapping Rock Glaciers in the San Juan Mountains, CO 2025 7 636,137,842 5
19 Post-Bobcat Fire lidar of Sawpit Wash, California, 2020 13 652,279,709 12
20 USFS Mule Lidar, CA 2012 33 671,289,433 27
21 USFS Dinkey Creek Lidar, CA 2010 22 756,930,069 21
22 USFS Squaw Creek Lidar, CA 2013 28 786,235,220 23
23 USFS Hager Basin Lidar, CA 2013 28 790,780,204 22
24 USFS Slides Glade Lidar, CA 2013 20 846,077,544 18
25 Tushar Mountains, Utah (532 nm) 39 881,336,633 32
26 USFS Deadman Creek Lidar, CA 2013 23 891,818,808 14
27 USFS Snag Hill Lidar, CA 2012 30 900,152,756 19
28 Riverside County Flood Control Apple Fire Lidar, CA 2020 41 936,506,193 30
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 28 1,172,651,658 20
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 Lidar Survey of Montreal, Quebec, Canada 2015 25 1,281,105,887 8
40 USFS East Branch East Weaver Creek Lidar, CA 2012 32 1,321,042,617 22
41 Blacks Mountain Experimental Forest, CA 2009 51 1,332,008,427 31
42 Blind Canyon and Box Canyon, Twin Falls, ID 107 1,366,641,138 86
43 USFS Michigan Bluff Lidar, CA 2013 32 1,374,177,659 17
44 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (532 nm) 81 1,386,517,303 42
45 Loma Mar, CA: Lidar survey of the San Jose Mountains 97 1,404,562,318 57
46 Estimating Bedload Transport in Gravel-Bedded Rivers, MA 2021 34 1,437,717,255 24
47 USFS Bagley Fire Lidar, CA 2013 37 1,467,750,126 22
48 Topography of Normal Faults in the Volcanic Tablelands, CA 2018 34 1,493,356,746 25
49 USFS Bluff Creek Lidar, CA 2013 29 1,507,320,925 20
50 Granite Dells Terrestrial Laser Scanning Dataset 452 1,519,016,702 334
51 Channel Avulsion in Bishop, California 23 1,535,567,632 20
52 Cheviot and Hawarden, Canterbury, New Zealand 2015 72 1,548,140,640 46
53 Central Alpine Fault, NZ 2010 51 1,563,191,588 32
54 Lawrenceville, IL: Detecting Tectonically Deformed Shorelines 47 1,570,202,004 38
55 Salsipuedes-Punta Morro, Baja California, Mexico 2014 175 1,601,775,224 108
56 USFS Meadow Valley Lidar, CA 2009 68 1,616,726,505 43
57 USFS Blodgett Forest Lidar, CA 2013 68 1,659,684,150 48
58 USFS Trout Creek Lidar, CA 2012 52 1,675,476,808 34
59 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (532 nm) 91 1,677,263,125 71
60 Piercy, CA: Response of Bedrock River to Base Level Lowering, SF Eel River 71 1,686,351,030 36
61 USFS Mount Bidwell Lidar, CA 2013 31 1,758,866,305 20
62 Control of steepland landscape morphology in Idaho Batholith 93 1,957,026,153 45
63 USFS South Creek Lidar, CA 2012 45 2,010,276,320 26
64 Dixie Valley Fault Rupture Terrestrial Laser Scanning Dataset-Site 2 64 2,013,015,256 54
65 Impact of Waterfall Formation on River Long Profiles, CA 2021 48 2,026,477,018 33
66 USFS Moores Flat Lidar, CA 2013 57 2,092,882,387 30
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 Merced, CA: Origin and Evolution of the Mima Mounds 52 2,134,023,791 42
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) 42 2,153,070,311 33
73 Airborne Laser Mapping of Independence Lake, CA 87 2,312,084,116 65
74 USFS Mill Flat Creek Lidar, CA 2012 59 2,325,577,881 37
75 Idaho Lidar Consortium (ILC): Nez Perce Reservation 111 2,398,303,506 71
76 Amberley, Canterbury, New Zealand 2012 105 2,492,321,620 66
77 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 2 208 2,509,217,134 180
78 Idaho Falls, ID: Lidar for Modeling Eolian Soil Transport 56 2,525,064,645 42
79 Agua Blanca Fault, Baja California, Mexico. 120 2,535,130,260 70
80 Topographic and Lithologic Controls on Subsurface Weathering, CA 2021 36 2,598,472,050 23
81 Mapping the Koyukuk River System, AK 2022 69 2,605,826,767 40
82 Structure from Motion data along the sSAF, Salt Creek, CA 2021 42 2,614,750,681 24
83 Lidar Survey of Deltaic Wetlands, LA 2023 47 2,651,139,426 38
84 USFS Storrie Fire, CA 2009 59 2,771,851,682 32
85 USFS Dinkey Creek Lidar, CA 2012 60 2,863,388,710 47
86 IML Critical Zone Observatory, Clear Creek Aug 2014 Lidar Survey (1064 nm) 96 2,867,410,616 52
87 Lidar Survey of the San Pedro River, AZ 2021 73 2,892,652,359 53
88 Paleo-Outburst Floods in the Truckee River Canyon, CA 120 2,909,615,485 73
89 USFS Oak Creek Lidar, CA 2012 62 2,914,082,093 40
90 Tushar Mountains, Utah (1550 nm) 132 2,934,177,943 106
91 Quantitative Characterization of Dune-Dune Interactions, CA 2022 46 3,029,541,182 21
92 West Bijou Creek, CO 128 3,038,263,330 89
93 Measuring Hydrologic and Biogeochemical Processes in an Intermittent Stream, ID 2023 46 3,041,253,691 30
94 USFS Lower Klamath Lidar, CA 2014 44 3,117,482,305 21
95 Furnace Creek and Fish Lake Valley Fault Zones, Death Valley National Park 113 3,130,229,291 83
96 Repeat Mapping of Antelope Valley Ranch, CA, 2019 81 3,140,282,708 47
97 Greys River, WY (532 nm) 77 3,153,507,043 39
98 USFS Illilouette Basin Lidar, CA 2011 54 3,166,882,451 35
99 USFS Marble Valley Lidar, CA 2012 43 3,234,318,564 28
100 Wairarapa Fault, NZ 2010 83 3,249,824,753 57
101 Lidar Survey of the Snake River, WY 2012 (532 nm/Aquarius) 78 3,276,471,742 42
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 70 3,436,685,401 55
107 Measuring Variations in Bedrock Cliff Morphologies, Idaho 2019 83 3,438,414,537 63
108 Lidar Survey Along the Calico Fault, CA 2023 54 3,440,989,193 39
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 616 3,484,178,235 464
112 Niobrara River, Nebraska 107 3,577,758,793 82
113 Silver Plume, CO 239 3,599,585,476 182
114 Measuring Lake Michigan Coastal Erosion, WI 2020 106 3,617,333,224 73
115 Lidar Survey of the Centralia Mine, WA 2023 87 3,659,041,431 66
116 Idaho Lidar Consortium (ILC): Emerald Creek 132 3,696,578,969 91
117 Lidar Survey of John Henry Mine, WA 2023 154 3,710,599,505 108
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 IML Critical Zone Observatory, Sangamon River, IL Aug 2014 (1064 nm) 82 3,792,508,705 50
121 Post-Fire Debris Flow Detection and Erosion, Oregon 2020 34 3,808,694,616 26
122 Detecting Changes in Hillslope Geomorphology Due to Thawing Permafrost, AK 2023 73 3,812,758,170 46
123 USFS Humbug Creek Lidar, CA 2013 25 3,926,868,945 16
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 189 3,990,278,478 124
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 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) 47 4,225,712,931 33
135 Lidar Survey of Dump Creek, ID 2019 124 4,274,922,991 86
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 Waimakariri, Canterbury, New Zealand 2023 76 4,397,745,729 44
139 El Mayor-Cucapah Earthquake Rupture Terrestrial Laser Scan-Site 1 168 4,402,112,373 123
140 John Day Watershed 2006 - US Bureau of Reclamation 125 4,438,527,366 70
141 2019 Ridgecrest, CA: Trona-Argus Area - Post-Earthquake Lidar 120 4,526,826,355 57
142 USFS North Happy Camp Complex Lidar, CA 2015 95 4,533,224,376 39
143 Golden Gate National Recreation Area and Mt. Tamalpais State Park, CA 375 4,547,556,896 260
144 Truckee, CA: Sagehen Creek Snowpack Measurement 84 4,596,077,262 45
145 Hope Fault, NZ 2010 128 4,600,238,930 74
146 Thames, Waikato, New Zealand 2017-2019 183 4,747,838,432 95
147 Yosemite Rim Fire, Smithsonian Forest lidar 2013 134 4,766,985,727 96
148 Lidar Survey of the Sierra Nevada Mountains, CA 2012 99 4,814,811,224 68
149 Mapping Landscape Evolution in the Ozarks, AR 2023 94 4,816,107,204 54
150 Rio Puerco River, NM: Study of overbank flood dynamics 102 4,830,698,004 65
151 Columbia, NC: Modeling Coastal Plain Wetland Ecosystems 100 4,877,811,899 65
152 Merritt Island, FL: Identification of Florida Scrub-Jay Habitat 148 4,919,955,007 108
153 Canyon Lake Gorge, TX: Mechanics of Megaflood Erosion 228 4,940,943,297 185
154 Lidar Survey of the McKinley Mine, NM 2023 71 4,954,547,668 50
155 Point Reyes, CA: Landscape Response to Tectonics 166 5,014,280,717 100
156 UAV Lidar Survey of Volcan Mountain Wilderness Preserve, CA 2024 85 5,068,860,384 58
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 396 5,198,664,065 291
160 2006 INEGI Sierra Cucupah Empirically Corrected Lidar Dataset 446 5,214,993,870 235
161 USFS Willow Creek Lidar, CA 2012 136 5,251,251,855 87
162 Alpine Fault, NZ 2015 56 5,318,113,156 30
163 Mount Shasta, CA: Quaternary Debris Avalanche 104 5,363,823,880 77
164 Lidar Survey of Sparta Earthquake Rupture, NC 2020 124 5,369,946,562 76
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 Boulder Creek Critical Zone Observatory May 5 2010 Snow-On Lidar Survey 124 5,479,542,247 69
169 Lidar Survey to Evaluate Spatial Heterogeneity and Channel Evolution, MT 2022 130 5,532,363,602 71
170 Boise NF, ID: Avalanche Forecasting and Acoustic Detection 123 5,532,857,509 78
171 Powder River, MT 2016 121 5,549,696,256 80
172 Poleta Folds, southern Deep Springs Valley, California 351 5,593,625,561 248
173 Sediment Accretion Rates and Spatial Patterns in the Wax Lake Delta, LA 2020 58 5,622,737,396 37
174 South Fork Eel River, CA Watershed Morphology 153 5,645,472,089 98
175 Oban, Stewart Island / Rakiura, New Zealand 2021 104 5,726,474,194 62
176 Lidar Survey of Lava Tubes, CA 2023 128 5,731,220,453 76
177 Idaho Lidar Consortium (ILC): Moscow Mountain 256 5,794,284,753 173
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 Everglades National Park 158 5,855,657,182 122
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 NW Nevada: Modeling of Meander Channel Evolution 156 5,928,979,087 94
185 Topo-Bathymetric Data Set: Sacramento River, California 2023 109 5,960,691,483 59
186 Northern California Coast: Slope Failure in Low and High Uplift Regions 132 5,967,169,202 82
187 Timaru Rivers, Canterbury, New Zealand 2014 148 5,981,843,461 91
188 3D Fuel Structure in Relation to Prescribed Fire, CA 2020 70 5,999,479,029 39
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 Great Smokey Mountains, NC 290 6,117,658,953 218
194 Hurunui Rivers, Canterbury, New Zealand 2013 209 6,127,365,041 115
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 150 6,221,999,871 119
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 Kayenta Mine, AZ 2023 109 6,302,143,911 60
200 Lidar Survey of the Black Hills Experimental Forest, South Dakota 521 6,315,744,575 326
201 Alteration of Groundwater Flow due to Slow Landslide Failure, CA 95 6,337,492,846 55
202 Bishop, CA: Morphological characteristics of the Bishop Tuff 96 6,349,832,855 54
203 Lidar Survey of Paoha Island, CA 2023 118 6,388,026,672 79
204 Furnace Creek Wash, Death Valley National Park, California 177 6,571,333,701 119
205 Mapping Changes in Vegetation After Deep-Seated Landslides, OR 2022 96 6,661,717,072 45
206 Quantifying Channel Change in a Steep Coastal Stream, CA 2022 106 6,730,256,392 45
207 Medicine Bow NF, WY: Forest Ecosystem Impacts by Mountain Pine Beetle 252 6,763,193,413 125
208 Post Hurricane Harvey Mapping of the Mission River, Texas 2018 156 6,864,011,648 90
209 North Sister, OR: Collier Cone Lava Flow 170 6,881,299,100 90
210 Climate and Tectonic Controls on Bedrock Hillslopes, CA 2019 102 6,885,670,971 50
211 Big Creek, California 272 6,978,510,657 183
212 Monitoring the Mass Balance of Eklutna Glacier, AK 2023 113 6,983,094,943 61
213 Ladron Peak, New Mexico Survey 149 6,988,962,233 116
214 Reporoa and Upper Piako River, Waikato, New Zealand 2019 170 7,151,513,483 104
215 Forest-Snow Interactions in a High Elevation Critical Zone, CA 2022 163 7,231,106,743 77
216 Topographic stress controls, San Bernardino Mountains, CA 2017 218 7,249,984,931 126
217 Slip transfer through the Eastern Transverse Ranges, CA 2017 115 7,258,955,359 74
218 Post-fire Debris Flows in Santa Monica Mountains, CA 2019 138 7,272,196,497 88
219 Huntly, Waikato, New Zealand 2015-2019 187 7,298,465,362 95
220 Central Otago, Otago, New Zealand 2021 84 7,308,647,747 40
221 Motueka River Valley, Tasman, New Zealand 2018-2019 202 7,321,795,616 84
222 Laytonville, CA lidar 2015 132 7,433,394,387 89
223 Durham, NH: Hyporheic Zone Extent and Exchange in a Coastal Stream 249 7,534,314,661 134
224 Christina River Basin Critical Zone Observatory April 2010 Lidar Survey 236 7,554,561,940 119
225 Pellston, MI: Effects of Forest Canopy Structural Change on Carbon Uptake 264 7,600,939,783 197
226 Distribution and Legacy of Large Landslides, San Gabriel Mountains, CA 2017 187 7,619,240,525 120
227 High Resolution SFM Topography of the Central San Andreas Fault, California 97 7,654,566,716 66
228 Lost River Fault at Doublespring Pass Rd, Idaho 2015 121 7,690,258,414 75
229 Balclutha, Otago, New Zealand 2020 247 7,712,944,597 114
230 Lassen Volcanic National Park, CA 2019 183 7,765,371,200 98
231 Point Classification for Hazard Applications: Mammoth Lakes, CA 167 7,953,874,268 121
232 Abel Tasman and Golden Bay, Tasman, New Zealand 2023 137 7,983,049,676 84
233 High Resolution Topography of House Range Fault, Utah 72 8,006,709,502 42
234 Lake Isabella Lidar Collection, CA 2015 191 8,038,415,158 103
235 Wānaka, Otago, New Zealand 2022-2023 405 8,082,292,301 173
236 High Resolution Mapping of Antelope Valley Ranch, CA. 157 8,122,501,595 82
237 Lidar Survey of a Partially Burned Mountain Watershed, CO 2023 131 8,124,497,877 95
238 Hyak, WA: Cedar River Municipal Watershed Snow Modeling 146 8,205,325,359 112
239 Illilouette Creek Basin Lidar Survey, Yosemite Valley, CA 2018 204 8,363,555,866 130
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 Truro and Provincetown, MA: Lidar in Salt Marsh Environments 283 8,612,434,764 197
243 Mackenzie, Canterbury, New Zealand 2015 271 8,620,507,193 138
244 Sea Grass Beds, Apalachicola, FL 339 8,620,705,801 262
245 Woodland-encroached sagebrush ecosystem, Nevada 155 8,693,029,646 109
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 281 8,805,248,391 113
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 260 8,851,494,623 161
250 High Resolution Topography along the Lost River Valley, Idaho 2019 131 8,864,878,586 62
251 Topography of Normal Faults in the Volcanic Tablelands, CA 2019 79 8,944,941,906 31
252 Eel River, CA: Landsliding and the Evolution of Mountainous Landscapes 154 8,952,202,314 99
253 West Swanzey, NH: Geomorphic Response to Dam Removal, Ashuelot River(2011) 194 9,034,776,275 82
254 Tender Foot, MT: Hydrological Processes on Hill Slopes 203 9,055,889,277 111
255 Lemhi Watershed - US Bureau of Reclamation 202 9,158,879,734 85
256 Lincoln National Forest, NM: Floodplains in Fluvial Networks 145 9,162,495,727 87
257 Yosemite National Park: Poopenaut Valley and Wawona 272 9,173,081,278 164
258 Bedrock River Channels of the Taiwan Central Range, 2018-2020 200 9,175,992,842 91
259 1959 Hebgen Lake rupture (Montana) 154 9,228,667,988 90
260 Tuscaloosa, AL: Seasonal Inundation Dynamics And Invertebrate Communities 292 9,263,326,072 147
261 Eagle Creek Fire Area in the Columbia River Gorge, Oregon 199 9,281,453,385 84
262 Quantifying Sediment Mobilization by Wildfire, CA 2025 175 9,352,789,413 75
263 High-Resolution Mapping of Goat Rock Volcano, WA 198 9,365,608,793 129
264 Flathead Lake Biological Station, MT (May 2005) 268 9,440,991,085 184
265 Flathead Lake Biological Station, MT (September 2005) 224 9,516,053,073 137
266 Perry Mesa, AZ: Ancient Agricultural Features and Landscape Transformation 194 9,526,943,438 124
267 Corpus Cristi, TX: Influence of Dunes & Barrier Islands on Hurricane Surge 142 9,542,333,365 97
268 Richmond and Motueka, Tasman, New Zealand 2015 513 9,595,343,777 170
269 Plum Island, MA 404 9,610,506,367 258
270 Cache NF, UT: Predicting Bonneville Cutthroat Trout Spawning Hotspots 164 9,614,449,508 118
271 Survey of Parts of Potomac and Susquehanna Rivers 465 9,626,544,438 337
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 377 9,719,751,958 211
275 Characterizing Forest Structure Changes and Effects on Snowpack, AZ 2017 162 9,776,634,833 99
276 Inyo Domes, CA lidar 2016 160 9,803,352,806 98
277 Snake River, Wyoming 240 9,840,204,517 180
278 Southern Sierra Nevada Critical Zone Observatory: Snow On 225 10,017,943,354 108
279 Mount Ruapehu Summit Region and Rangataua Flows, New Zealand 2021 160 10,098,996,627 69
280 Kohala Peninsula, Hawaii: Precipitation Effects on Landscape Evolution 234 10,183,985,029 166
281 Kaikōura and Waimakariri, Canterbury, New Zealand 2022 196 10,338,971,036 100
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 784 10,444,340,723 334
284 Blenheim, Marlborough, New Zealand 2014 585 10,450,282,127 199
285 Quantifying rock strength controls in Guadalupe Mountains, NM/TX 158 10,457,206,953 91
286 San Gabriel Mountains, CA: Tectonics and Topography 227 10,554,896,008 134
287 Mojave Desert, CA: Evolution of the Hector Mine Earthquake Surface Rupture 178 10,588,622,880 76
288 Hydrologic Effects of Forest Restoration, WA 2021 152 10,643,760,518 80
289 White Sands National Monument, NM: Lidar Survey of Dune Fields (Jan 2009) 209 10,757,625,121 119
290 Bedrock exposure, canopy density, and runoff generation in the Rampart Range, CO 2018 251 10,883,185,641 169
291 Mapping of Diamond Fork River, UT 2017 202 10,983,983,396 125
292 Idaho Lidar Consortium (ILC): Clear Creek 169 11,042,435,171 75
293 Kern Canyon Lidar Collection, CA 2008 203 11,053,073,639 117
294 Santa Maria River, AZ: Vegetation and channel form 197 11,102,632,765 129
295 Gabilan Mesa, CA: Valley Alluviation effects on Hillslope-Channel Coupling 121 11,225,649,741 74
296 Slumgullion Landslide, Colorado (July 7, 2015) 211 11,267,695,465 88
297 Lidar Survey of Dangermond Preserve, CA 122 11,320,086,647 67
298 Normal Fault Comparisons, Utah 2019 132 11,365,439,916 59
299 Evaluating Area-Volume Relationships after Mass Wasting Event, NC 2020 123 11,400,989,024 67
300 Idaho Lidar Consortium (ILC): South Fork Salmon and Secesh Rivers 173 11,410,625,584 95
301 White Mountain Fault Zone, Owens Valley, CA 145 11,436,622,703 70
302 Geologic Mapping of Coal Beds (Northeastern Montana) 149 11,644,617,797 102
303 San Bernardino Mountains, CA 2016 307 11,702,520,454 168
304 Tasman Bay, Tasman, New Zealand 2022 379 11,772,385,111 123
305 Mapping of Displacements Near Parkfield, California 158 11,807,547,183 91
306 Satellite derived point clouds of the Kura thrust belt, Shamakhi, Azerbaijan, 2021 232 11,814,650,469 149
307 Rangiora, Canterbury, New Zealand 2014 376 11,916,514,832 196
308 Manawatu-Whanganui - Whanganui River Catchment, New Zealand 2025 268 11,930,086,737 142
309 Southern California Bedrock Landscapes 2015 Airborne Lidar 201 12,077,321,596 114
310 Yosemite, CA: Spatial & Temporal Patterns of Nitrogen Export 364 12,305,581,799 151
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 309 12,942,324,758 188
314 Henry Mountains, UT: Hillslope-Channel Coupling in a Bedrock Landscape 279 13,065,201,606 174
315 Susquehanna Shale Hills Critical Zone Observatory: Leaf On Survey 294 13,166,869,153 155
316 South Florida Everglades 311 13,167,574,392 209
317 PG&E Diablo Canyon Power Plant (DCPP): Diablo Canyon, CA Central Coast 225 13,276,840,426 126
318 NEON D17 Pacific Southwest- California 358 13,423,631,694 184
319 USBR Upper Columbia River Basin West 301 13,484,907,161 160
320 Triangle Lake, OR: Earthquake Induced Landslide 214 13,578,957,593 124
321 Susquehanna Shale Hills Critical Zone Observatory: Leaf Off Survey 270 13,696,563,853 146
322 Survey of 1920 Haiyuan Earthquake Rupture, China 2013-2017 203 14,097,037,575 117
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 Solfatara Plateau Obsidian Lava Flow, Yellowstone National Park, WY 212 14,562,070,628 110
326 Wax Lake Delta, Louisiana, USA 2009 296 14,571,723,077 147
327 Banks Peninsula, Canterbury, New Zealand 2023 342 14,581,893,447 131
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 Bay of Plenty, New Zealand 2024 693 15,228,584,074 222
332 Clearwater NF, ID: Effects of Watershed Restoration on Hillslope Stability 263 15,306,321,829 153
333 Manawatū - Whanganui, New Zealand 2024 174 15,408,880,712 76
334 Whanganui Urban, Manawatu-Whanganui, New Zealand 2020-2021 741 15,416,995,692 200
335 Photogrammetric model of the Tecolote Volcano, Sonora, Mexico 155 15,440,752,217 102
336 Calhoun Critical Zone Observatory 2014 Leaf On Survey 269 15,661,313,418 112
337 Mapping of Hydrothermal Explosion Craters in Yellowstone N.P., WY 2017 233 16,019,810,889 144
338 Straight Cliffs Formation, South-Central Utah, 2016 290 16,020,830,245 188
339 Kaikoura, Canterbury, New Zealand 2012 558 16,113,829,677 259
340 Preserving Mountains with Forest Management, CA 2020 224 16,120,421,233 127
341 Calhoun Critical Zone Observatory 2016 Leaf Off LiDAR Survey 312 16,461,135,916 176
342 Nantahala NF, NC: Forest Leaf Structure, Terrain and Hydrophysiology 316 16,676,461,409 184
343 NOAA ISEMP - Watershed Sciences - Bridge Creek, Oregon Lidar Survey, 2005 790 16,683,789,500 476
344 San Rafael, UT: Survey of Exposed Subsurface Volcanic Features 255 16,785,337,336 140
345 Dunedin and Mosgiel, Otago, New Zealand 2021 908 16,860,221,787 392
346 San Isabel NF, CO: Debris Flow Mechanics and Landscape Evolution 297 16,963,685,624 167
347 Raleigh Peak, Colorado: May 2010 291 17,040,476,173 170
348 Northern Rockies, Montana lidar 2016 263 17,070,468,098 172
349 2008 Iowa River Flood Lidar, Iowa City, and the Clear Creek Watershed 501 17,475,835,511 274
350 Wax Lake Delta, Louisiana, USA 2013 258 17,690,913,352 134
351 Grand Junction, CO: Roan Plateau 326 17,940,831,945 203
352 Idaho Lidar Consortium (ILC): St. Joe National Forest 447 17,969,118,599 302
353 Wheeler Ridge, CA 179 18,294,682,259 98
354 Monitoring Woodland Ecosystems, Utah 2018 211 18,362,368,063 100
355 Carrizo Plain Terrestrial Laser Scanning Dataset 240 18,484,977,543 166
356 Christina River Basin Critical Zone Observatory July 2010 Lidar Survey 447 18,751,692,256 215
357 Marlborough Fault System, South Island, New Zealand 311 18,894,539,990 157
358 Hite, UT: Quantifying Evolution and Stability of Coarse Alluvial Channels 255 19,492,322,535 112
359 Bay of Plenty, New Zealand 2018-2019 866 19,516,741,670 354
360 Mapping of San Gabriel Mountains, CA 2009 Fire 334 19,624,914,076 165
361 Boulder Creek Critical Zone Observatory May 20-21 2010 Snow-On Lidar Survey 204 20,625,439,342 100
362 Manawatu - Whanganui, New Zealand 2022-2023 543 20,911,487,261 257
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 Porirua, Wellington, New Zealand 2023 638 21,430,262,954 244
367 Walker Fault System, Nevada, 2015 261 21,464,275,415 118
368 Idaho Lidar Consortium (ILC): Lolo Creek and Slate Creek 282 21,773,350,036 157
369 Survey of Sheepscot, Narragaugus and Pleasant Rivers, Maine 468 22,470,016,215 227
370 Granite Dells, AZ 537 22,482,803,400 264
371 West Rainier Seismic Zone, WA 531 22,558,500,635 291
372 2010 CU-Boulder Campus and Flatirons 700 22,668,744,336 390
373 Canterbury, New Zealand 2016-2017 659 22,837,333,137 321
374 Southern Sierra Nevada Critical Zone Observatory: Snow Off 505 23,095,618,146 213
375 Slumgullion Landslide, Colorado (July 10, 2015) 358 23,863,787,115 189
376 El Mayor-Cucapah Earthquake, Pleiades 2014 277 24,876,512,909 147
377 Jemez River Basin Snow-on Lidar Survey 734 25,072,277,110 499
378 Selwyn, Canterbury, New Zealand 2023 474 25,392,008,395 173
379 Jemez River Basin, NM: Post-fire Landscape Response 371 25,528,440,031 246
380 Hamilton, Waikato, New Zealand 2023 868 25,596,357,771 307
381 Erosion and sedimentation within the Kern River Canyon, CA 270 25,692,021,769 112
382 Upper Hutt City, Wellington, New Zealand 2021 394 25,725,395,732 154
383 Slumgullion Landslide, Colorado (July 3, 2015) 484 25,834,204,182 165
384 Harper Lake Fault Slip Distribution, Central Mojave, CA 211 25,926,618,869 80
385 Stanley, ID: Linkages Between Hydrologic Complexity and Nutrient Export 243 26,289,875,525 143
386 South Fork Eel River, CA: Understanding Terrace Formation and Abandonment 458 26,484,224,823 157
387 Topographic Data Set: Klamath River, California 2018 334 27,244,018,330 152
388 Chaco Canyon, NM: Simulating Dynamic Hydrological Processes 733 27,391,235,666 218
389 Nelson, New Zealand 2021 673 27,636,001,456 232
390 Queenstown, Otago, New Zealand 2021 1,033 27,699,197,314 353
391 Christchurch and Ashley River, Canterbury, New Zealand 2018-2019 1,020 27,967,065,093 400
392 Top of the South Flood, Nelson and Tasman, New Zealand 2022 577 28,154,949,294 183
393 White Sands National Monument, NM: Lidar Survey of Dune Fields (Sept 2009) 486 28,194,541,781 261
394 EarthScope Yakima Lidar Project 587 28,281,505,495 281
395 Trinity River, Texas 2015 562 28,459,819,583 299
396 Very High Resolution Airborne Lidar at Strathalbyn in Queensland, Australia 552 28,929,719,660 339
397 Geomorphic Effects of Landslide Dams on the Owyhee River, Oregon 249 29,181,272,049 102
398 Death Valley National Park, CA: Badwater Basin 591 29,612,733,588 343
399 August 24, 2014 South Napa Earthquake 548 29,685,032,783 244
400 Central Otago, Otago, New Zealand 2022-2023 442 29,905,295,945 165
401 Golden Bay, Tasman, New Zealand 2017 619 29,932,078,480 293
402 Surprise Valley, CA 410 29,950,218,392 227
403 Northern Walker Lane, CA Airborne Lidar Dataset 1,164 30,020,089,083 151
404 2013 Balochistan earthquake, Pakistan 441 30,150,967,262 239
405 Northern San Andreas Fault, CA 1,154 30,529,992,366 514
406 Volcanic Tablelands in Bishop, California 322 30,590,089,727 138
407 Canterbury, New Zealand 2018-2019 886 31,274,696,781 381
408 Otago, New Zealand 2016 988 31,649,615,840 397
409 2016 Solana Beach, CA Bluff Characterization Survey 649 31,802,339,762 360
410 Northland, New Zealand 2024 587 31,825,440,270 191
411 White Sands National Monument, NM: Lidar Survey of Dune Fields 773 32,580,466,485 311
412 Kaikōura, Canterbury, New Zealand 2016 493 32,613,649,022 160
413 Manawatu - Whanganui, New Zealand 2015-2016 796 32,910,523,162 301
414 Southern San Andreas Fault from Painted Canyon to Bombay Beach, CA 244 33,041,453,998 84
415 Lidar Survey of Middle Usumacinta Region, Mexico 499 33,926,952,386 266
416 Victor Harbour - South Australia, 2011 819 35,006,487,828 536
417 California ARRA Lidar 772 35,121,726,300 420
418 Big Sky, MT: Patterns of Nitrogen Export & Land Use Change 785 35,696,358,138 335
419 Waikato, New Zealand 2024 632 35,839,312,202 237
420 USBR Upper Columbia River Basin East 1,716 36,371,534,757 1,067
421 Kapiti Coast, Wellington, New Zealand 2021 626 36,574,312,141 249
422 Banks Peninsula, Canterbury, New Zealand 2018-2019 671 36,622,389,214 299
423 Auckland Part 2, New Zealand 2024 724 37,588,637,190 247
424 Hamilton, Waikato, New Zealand 2019 961 38,739,522,524 312
425 Southwest Flank of Mt.Rainier, WA 584 38,822,814,486 345
426 USFS Freds Fire Lidar, CA 2015 216 39,418,954,684 36
427 Hutt City, Wellington, New Zealand 2021 896 40,332,257,913 292
428 Hawaii Kauai Survey 742 41,172,236,903 404
429 Marlborough, New Zealand 2018 656 41,578,389,271 236
430 Mapping the Kaibab Plateau, AZ 751 41,706,473,240 465
431 B4 Project - Southern San Andreas and San Jacinto Faults - Classified Lidar 863 41,996,539,888 407
432 East Helanshan Fault, northern China 955 43,171,477,413 505
433 3D Landscape Reconstruction and Land Use Modeling, Chaco Canyon, NM 2016 662 43,272,973,823 261
434 EarthScope Alaska Denali Totschunda Lidar Project 824 44,251,088,701 305
435 New Madrid Seismic Zone 507 45,490,502,964 214
436 Na Pali Coast, Kauai, Hawaii 809 46,921,170,918 456
437 Palmerston North, Manawatu-Whanganui, New Zealand 2018 877 51,823,472,549 267
438 2013 USFS Tahoe National Forest Lidar 1,145 52,383,514,404 370
439 Luquillo CZO Rio Blanco and Rio Mameyes Lidar Survey 2010-2011 1,129 52,395,548,398 511
440 Teton Conservation District, Wyoming Lidar 948 53,682,160,177 446
441 2010 Salton Sea Lidar Collection 521 54,075,417,815 184
442 2019 Ridgecrest, CA Post-Earthquake Lidar Collection 699 54,360,814,630 248
443 Austin, TX, Rapid Response, 2015 1,276 55,909,061,978 707
444 Meteor Crater, AZ 1,102 55,975,414,504 714
445 Queenstown, Otago, New Zealand 2016 1,226 57,082,984,209 417
446 Hawke’s Bay, New Zealand 2023 - 2024 1,338 57,439,740,260 263
447 Yosemite National Park, CA: Rockfall Studies 1,212 62,557,727,044 601
448 Missisquoi Watershed Lidar 1,487 63,163,840,157 625
449 California Coast: Big Creek, Vincente, Arroyo Seco, Scotts Creek, UCSC 857 63,263,401,901 432
450 Christchurch and Selwyn, Canterbury, New Zealand 2015 1,349 63,589,905,880 518
451 Yosemite Rim Fire lidar 2013 1,062 64,019,410,928 485
452 Central U.S. ARRA Lidar, New Madrid Seismic Zone 624 64,415,936,625 168
453 Sunset Crater Volcano National Monument, AZ 1,048 64,870,728,999 663
454 Coastal Catchments, Otago, New Zealand 2021 2,802 67,047,584,343 548
455 Napa Watershed, CA 2,640 71,463,151,114 902
456 Jemez River Basin Snow-off Lidar Survey 1,138 73,063,278,909 476
457 Gisborne, New Zealand 2018-2020 1,201 73,117,460,880 316
458 Auckland, New Zealand 2013 2,505 74,599,745,601 1,060
459 Tasman, New Zealand 2020-2022 1,121 74,737,852,240 291
460 Auckland South, New Zealand 2016-2017 1,486 75,571,594,116 568
461 Auckland Part 1, New Zealand 2024 1,728 77,269,339,635 523
462 Kilauea Volcano, HI June 2018 Acquisition 1,498 79,046,010,770 445
463 PG&E Diablo Canyon Power Plant (DCPP): Los Osos, CA Central Coast 1,680 80,171,341,141 740
464 St. Elis Mountains and Gulf of Alaska 1,797 82,597,050,659 880
465 EarthScope Intermountain Seismic Belt Lidar Project 1,588 83,647,235,023 753
466 Gisborne, New Zealand 2023 1,129 84,098,967,480 272
467 Taranaki, New Zealand 2021 2,001 85,831,806,825 470
468 Hawaii Big Island Lidar Survey 1,638 89,798,221,580 903
469 Northland, New Zealand 2018-2020 3,364 93,063,268,602 673
470 2014-2015 lidar survey of the McMurdo Dry Valleys, Antarctica 869 93,498,825,611 322
471 Pre-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,547 95,252,910,113 882
472 Marlborough, New Zealand 2020-2022 1,798 96,353,254,146 376
473 Yosemite, CA: El Portal, Mariposa Grove, Yosemite Canyon & Tuolumne Meadows 1,871 96,395,843,468 957
474 El Mayor-Cucapah Earthquake (4 April 2010) Rupture Lidar Scan 1,393 104,025,094,147 299
475 Post-Kumamoto Earthquake (16 April 2016) Rupture Lidar Scan 2,935 106,338,498,223 1,078
476 Wellington City, New Zealand 2019-2020 3,749 106,920,083,496 1,146
477 Utah Geological Survey Lidar 2,523 107,162,279,820 1,054
478 Southland, New Zealand 2020-2024 1,653 110,963,508,620 437
479 EarthScope Southern & Eastern California Lidar Project 4,136 111,742,411,690 792
480 Kilauea Volcano, HI July 2018 Acquisition 1,741 112,763,296,861 748
481 2015-2017 State of Utah Lidar Acquisition 2,808 113,898,204,125 1,174
482 World Bank - ImageCat Inc. - RIT Haiti Earthquake Lidar dataset 2,587 114,907,551,000 864
483 Christchurch, Canterbury, New Zealand 2020-2021 2,383 116,665,860,635 724
484 2010 Channel Islands Lidar Collection 1,523 122,208,647,896 539
485 West Coast, New Zealand 2020-2025 1,766 122,500,404,056 465
486 2005 San Diego Urban Region Lidar 4,965 127,010,201,086 2,191
487 Bay of Plenty, New Zealand 2019-2022 3,499 128,275,528,020 768
488 Lunar Crater Volcanic Field, Central Nevada 1,202 129,926,228,913 520
489 2014 USFS Tahoe National Forest Lidar 2,122 131,945,335,820 827
490 EarthScope Northern California Lidar Project 4,135 134,396,883,169 1,560
491 PG&E Diablo Canyon Power Plant (DCPP): San Simeon, CA Central Coast 2,041 146,377,245,328 724
492 Boulder Creek Critical Zone Observatory August 2010 Snow-Off Lidar Survey 2,268 152,609,922,000 928
493 Hawke's Bay, New Zealand 2020-2021 3,788 168,740,327,704 595
494 Lake Tahoe Basin Lidar 4,326 178,502,186,031 1,320
495 UMD-NASA Carbon Mapping /Sonoma County Vegetation Mapping and Lidar Program 5,215 185,228,449,234 1,341
496 Canterbury, New Zealand 2020-2025 3,160 188,231,896,220 820
497 B4 Project - Southern San Andreas and San Jacinto Faults 4,393 198,919,341,402 887
498 Auckland North, New Zealand 2016-2018 5,760 241,781,706,419 1,453
499 Wellington, New Zealand 2013-2014 5,833 265,635,374,567 1,768
500 Waikato, New Zealand 2021 8,873 278,748,555,284 830
501 State of Utah Acquired Lidar Data - Wasatch Front 7,256 391,498,117,566 2,124
502 2011 - 2013 Indiana Statewide Lidar 63,475 640,627,135,924 8,676
503 Oregon Department of Geology and Mineral Industries Lidar Program Data 18,855 816,790,549,538 5,550
 
    All Datasets 340,755 13,247,960,681,335