default author photo

Barnaby Dobson

Imperial College London

South Kensington Campus

Exhibition Road

London, SW7 2AZ

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

254

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Hybrid Process-based and Deep Learning for River Nutrient Prediction Under Limited Monitoring Data

Number of pages: 37 Posted: 20 Sep 2025
Imperial College London, Imperial College London, Imperial College London, affiliation not provided to SSRN and Imperial College London
Downloads 87 (765,566)

Abstract:

Loading...

Deep learning, Long Short-Term Memory, River nutrient prediction, Hybrid modelling, Extreme weather impacts, Process-based models

2.

Integrated Assessment of Constructed Wetlands in Water Quality Improvement for Urban Water Systems

Number of pages: 52 Posted: 02 Jul 2025
Imperial College London, Imperial College London, Imperial College London, Imperial College London and Imperial College London
Downloads 60 (970,490)

Abstract:

Loading...

constructed wetlands system, integrated urban water system, wetland local design, wetland catchment planning, water framework directive

3.

Aggregated Impacts of Constructed Wetlands on River Flow at a Catchment Scale

Number of pages: 34 Posted: 19 Nov 2024
Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London and Imperial College London
Downloads 57 (1,000,027)

Abstract:

Loading...

Urban constructed wetland, high and low river flow control, nature-based solution, water systems integration

Water Quality Management at a Critical Checkpoint by Coordinated Multi-Catchment Urban-Rural Load Allocation

Number of pages: 50 Posted: 09 Nov 2022
Leyang Liu, Barnaby Dobson and Ana Mijic
Imperial College London, Imperial College London and Imperial College London
Downloads 35 (1,281,607)

Abstract:

Loading...

multi-catchment system, water quality modelling, semi-distributed hydrological modelling, load allocation, coordinated management, pollution control

Water Quality Management at a Critical Checkpoint by Coordinated Multi-Catchment Urban-Rural Load Allocation

Number of pages: 50 Posted: 09 Nov 2022
Leyang Liu, Barnaby Dobson and Ana Mijic
Imperial College London, Imperial College London and Imperial College London
Downloads 15 (1,559,710)

Abstract:

Loading...

multi-catchment system, water quality modelling, semi-distributed hydrological modelling, load allocation, coordinated management, pollution control