Mapping Drainage Ditches in Forested Landscapes Using Deep Learning and Aerial Laser Scanning

Detecting ditches using supervised learning on high-resolution digital elevation models

(2022) Jonatan Flyckt et al.   EXPERT SYSTEMS WITH APPLICATIONS

Drainage and Stand Growth Response in Peatland Forests—Description, Testing, and Application of Mechanistic Peatland Simulator SUSI

(2021) Ari Laurén et al.   Forests

Development of Aerial Photos and LIDAR Data Approaches to Map Spatial and Temporal Evolution of Ditch Networks in Peat-Dominated Catchments

(2021) Joy Bhattacharjee et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Small artificial waterbodies are widespread and persistent emitters of methane and carbon dioxide

(2021) M. Peacock et al.   GLOBAL CHANGE BIOLOGY

Increases in organic carbon and nitrogen concentrations in boreal forested catchments — Changes driven by climate and deposition

(2021) Ahti Lepistö et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A comprehensive review of deep learning applications in hydrology and water resources

(2020) Muhammed Sit et al.   WATER SCIENCE AND TECHNOLOGY

Cutting Edge: A Comparison of Contemporary Practices of Riparian Buffer Retention Around Small Streams in Canada, Finland, and Sweden

(2020) Lenka Kuglerová et al.   WATER RESOURCES RESEARCH

Drainage Ditch Berm Delineation Using Lidar Data: A Case Study of Waseca County, Minnesota

(2020) Jonathan Graves et al.   Sustainability

Hidden treasures: Human-made aquatic ecosystems harbour unexplored opportunities

(2019) Matthias Koschorreck et al.   AMBIO

Road Environment Semantic Segmentation with Deep Learning from MLS Point Cloud Data

(2019) Balado et al.   SENSORS

Extracting drainage networks and their connectivity using LiDAR data

(2018) Jennifer Roelens et al.   HYDROLOGICAL PROCESSES

Extracting Farmland Features from Lidar-Derived DEM for Improving Flood Plain Delineation

(2018) Tianlu Qian et al.   Water

The full carbon balance of a rewetted cropland fen and a conservation-managed fen

(2018) M. Peacock et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Drainage ditch extraction from airborne LiDAR point clouds

(2018) Jennifer Roelens et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating preprocessing methods of digital elevation models for hydrological modelling

(2017) William Lidberg et al.   HYDROLOGICAL PROCESSES

Headwater stream length dynamics across four physiographic provinces of the Appalachian Highlands

(2017) Carrie K. Jensen et al.   HYDROLOGICAL PROCESSES

Identification of ditches and furrows using remote sensing: application to sediment modelling in the Tana watershed, Kenya

(2017) Essayas K. Ayana et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

CubeSats in Hydrology: Ultrahigh-Resolution Insights Into Vegetation Dynamics and Terrestrial Evaporation

(2017) M. F. McCabe et al.   WATER RESOURCES RESEARCH

Just a Ditch in Forest? Reconsidering Draining in the Context of Sustainable Forest Management

(2015) Asko Lõhmus et al.   BIOSCIENCE

Forest road quality control using ALS data

(2015) Katalin Kiss et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Ditch network extraction and hydrogeomorphological characterization using LiDAR-derived DTM in wetlands

(2015) S. Rapinel et al.   HYDROLOGY RESEARCH

Ditch network extraction and hydrogeomorphological characterization using LiDAR-derived DTM in wetlands

(2015) S. Rapinel et al.   Hydrology Research

A Spatially Explicit Model for Mapping Headwater Streams

(2014) Periann P. Russell et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Potential Stream Density in Mid-Atlantic U.S. Watersheds

(2013) Andrew J. Elmore et al.   PLoS One

Channel head locations in forested watersheds across the mid-Atlantic United States: A physiographic analysis

(2012) Jason P. Julian et al.   GEOMORPHOLOGY

Drainage network detection and assessment of network storage capacity in agrarian landscape

(2012) Federico Cazorzi et al.   HYDROLOGICAL PROCESSES

An expanded role for river networks

(2012) Jonathan P. Benstead et al.   Nature Geoscience

Automatic geomorphic feature extraction from lidar in flat and engineered landscapes

(2012) Paola Passalacqua et al.   WATER RESOURCES RESEARCH

National Inventory of Landscapes in Sweden (NILS)—scope, design, and experiences from establishing a multiscale biodiversity monitoring system

(2010) Göran Ståhl et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Aqua Incognita: the unknown headwaters

(2008) K. Bishop et al.   HYDROLOGICAL PROCESSES

Agrarian landscapes linear features detection from LiDAR: application to artificial drainage networks

(2008) J. S. Bailly et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING