default author photo

Jörg Wicker

University of Auckland

SCHOLARLY PAPERS

5

DOWNLOADS

389

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Lake by Lake, Globally: Enhancing Water Quality Remote Sensing with Multi-Task Learning Models

Number of pages: 14 Posted: 17 Mar 2024
affiliation not provided to SSRN, The University of Waikato, Waikato Regional Council, University of Auckland and University of Auckland
Downloads 124 (580,653)

Abstract:

Loading...

Water quality, remote sensing, Inland and coastal waters, machine learning, Multi-task learning

2.

Freshwater Quality Modeling in Aotearoa New Zealand: Current Practice and Future Directions

Number of pages: 29 Posted: 21 Jan 2025
Jožef Stefan Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Victoria University of Wellington, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Auckland Council, affiliation not provided to SSRN, AgResearch Ltd, University of Auckland, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Waikato, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Scion, Private Consultant, Victoria University of Wellington, Victoria University of Wellington - Te Herenga Waka, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Auckland
Downloads 113 (626,371)

Abstract:

Loading...

Water quality, Catchment modeling process, Modelling platform design, best practice, root-cause analysis, model trustworthiness

3.

Don't Swim in Data: Real-Time Microbial Forecasting for New Zealand Recreational Waters

Number of pages: 22 Posted: 30 Apr 2025
University of Auckland, Jožef Stefan Institute, affiliation not provided to SSRN, Environment Canterbury and University of Auckland
Downloads 64 (924,743)

Abstract:

Loading...

water quality, time-series forecasting, machine learning, matrix decomposition, quantile regression, probabilistic forecasting

4.

Enhancing Water Quality Remote Sensing with Lake-Level Multi-Task Learning

Number of pages: 28 Posted: 30 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Waikato Regional Council, University of Auckland and University of Auckland
Downloads 51 (1,052,702)

Abstract:

Loading...

Water qualityRemote sensingInland and coastal watersMachine learning Multi-task learning

5.

Self-Purification: Enhancing Adversarial Defense by Leveraging Local Relative Robustness

Number of pages: 23 Posted: 26 Sep 2025
affiliation not provided to SSRN, University of Auckland, Jožef Stefan Institute, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,318,317)

Abstract:

Loading...

Adversarial machine learning, Adversarial defense, Adversarial purification, Local robustness, Model security