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structure from motion

Subcategory: spatial data integration
Standard reference: Pai et al. (2017)
Papers: 8 | Mentions: 27

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Description

Integrates multiple spatial data layers including lidar, airborne geophysics, hyperspectral remote sensing, and satellite data to characterize hillslope properties. Computes average values and percentage coverage of categorical variables within each hillslope.

Typical Equipment

  • Lidar DEM
  • AEM survey data
  • NEON data products
  • POLARIS soil database
  • USGS land-cover map

Output Measurements

  • hillslope topographic metrics
  • vegetation indices
  • bedrock properties
  • soil characteristics
  • land cover percentages

Papers Using This Protocol (9)

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Controls from above and below: Snow, soil, and steepness drive diverging trends of subsurface water and streamflow dynamics

2025Hydrological Processesusing
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Model and remote-sensing-guided experimental design and hypothesis generation for monitoring snow-soil–plant interactions

2024Frontiers in Waterusing
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On the similarity of hillslope hydrologic function: a clustering approach based on groundwater changes

2022Hydrology and Earth System Sciencesusing
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Watershed zonation through hillslope clustering for tractably quantifying above-and below-ground watershed heterogeneity and functions

2022Hydrology and Earth System Sciencesintroducing
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Watershed zonation through hillslope clustering for tractably quantifying above-and below-ground watershed heterogeneity and functions

2022Hydrology and Earth System Sciencesusing
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Surface parameters and bedrock properties covary across a mountainous watershed: Insights from machine learning and geophysics

2022Science Advancesusing
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Satellite-derived foresummer drought sensitivity of plant productivity in Rocky Mountain headwater catchments: spatial heterogeneity and geological-geomorphological control

2020Environmental Research Lettersusing
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Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High-Resolution Remote Sensing and Surface Geophysical Data

2019Journal of Geophysical Research: Biogeosciencesusing
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Efficient hydrogeological characterization of remote stream corridors using drones

2018Hydrological Processes. doi 10.1002/hyp.13332using