The Elevation Database contains a collection of separate datasets related to landscape morphology representing a visual snap shot of the earth’s surface. Different instruments and collection methods are used for the different datasets, and the spatial resolution of the datasets are variable. LiDAR data is open source data obtained from LINZ (https://data.linz.govt.nz/search/?q=LiDAR). GNS Staff, logged in to the Dataset Catalog can access details of the following datasets: o Fixed-wing Aerial Lidar https://data.gns.cri.nz/metadata/srv/eng/catalog.search#/metadata/95c0bb51-a0a6-4fcd-a478-57180881175e o Terrestrial Laser Scanning o UAV

A database of thermal infrared (TIR) images of thermal infrared anomalies in New Zealand. • Database contains TIR images and mosaics produced using a variety of data acquisition techniques and processing methods. • Includes past and present datasets throughout New Zealand and abroad. Contains public and restricted data. Permission is needed to access restricted data. The link below directs to publicly available data. DOI https://doi.org/10.21420/K2CW-4Z79 Cite: GNS Science. (2021). FLIR Thermal Infrared (TIR) Images Database. GNS Science. https://doi.org/10.21420/K2CW-4Z79

Spectral images of New Zealand and selected places abroad. • Database contains Visible, NIR, SWIR images and mosaics produced using a variety of data acquisition techniques and processing methods. • Includes past and present datasets throughout New Zealand and abroad. Contains public and restricted data. Permission is needed to access restricted data. The link below directs to publicly available data. DOI https://doi.org/10.21420/9JMH-MG66 Cite data as: GNS Science. (2022). Satellite (multi-, hyper-) Spectral Images Database [Data set]. GNS Science. https://doi.org/10.21420/9JMH-MG66