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

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