This layer contains the DEM for LiDAR data in the Waikato Region including Hamilton City and Ngāruawāhia as well as the surrounding area captured on 10 November 2023.

• The DSM is available as layer Waikato - Hamilton LiDAR 1m DSM (2023).

• The Index Tiles are available as layer Waikato - Hamilton LiDAR Index Tiles (2023).

• The LAS point cloud is available as layer Waikato - Hamilton LiDAR Point Cloud (2023).

• The vendor projects report is available as layer Waikato - Hamilton LiDAR (2023) Survey Report.

LiDAR was captured for Hamilton City Council by Woolpert on 10 November 2023. These datasets were generated by Woolpert and their subcontractors. Data management and distribution is by Toitū Te Whenua Land Information New Zealand.

Data comprises:

• DEM: tif or asc tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout

• DSM: tif or asc tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout

• Point cloud: las tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout

Pulse density specification is at a minimum of 8 pulses/square metre.

Vertical Accuracy Specification is +/- 0.2m (95%)

Horizontal Accuracy Specification is +/- 1.0m (95%)

Vertical datum is NZVD2016.

This layer contains the DEM for LiDAR data in the Waikato Region including Hamilton City and Ngaruawahia as well as the surrounding area captured in 2019.

• The DSM is available as layer Waikato - Hamilton LiDAR 1m DSM (2019).
• The index tiles are available as layer Waikato - Hamilton LiDAR Index Tiles (2019).
• The LAS point cloud and vendor project reports are available from OpenTopography.

LiDAR was captured for Hamilton City Council by Aerial Surveys from 3 to 5 November 2019. These datasets were generated by Aerial Surveys and their subcontractors. Data management and distribution is by Toitū Te Whenua Land Information New Zealand.

Data comprises:

• DEM: tif or asc tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout
• DSM: tif or asc tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout
• Point cloud: las tiles in NZTM2000 projection, tiled into a 1:1,000 tile layout

Pulse density specification is at a minimum of 4.49 pulses/square metre.

Vertical datum is NZVD2016.

This dataset provides SPSS data files supporting the analysis of student perceptions of assessment, feedback, self-efficacy, task value, achievement goals, strategies, and self-reported achievement. Data are obtained from surveys in PRC and NZ with 3 samples (PRC undergraduates, NZ domestic undergraduates, and PRC international undergraduates in NZ universities). Code for analysis of the NZ data and invariance testing is provided for R software. The data were documented in structural equation models reported in Tracy's doctoral thesis at the University of Auckland. The data are anonymised and were collected with ethics approval from the UoA Human Participants Ethics Committee. This research was supervised by Gavin Brown and Richard Hamilton.