Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives

Y Li, B Dang, Y Zhang, Z Du - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
Water body classification from high-resolution optical remote sensing (RS) images, aiming at
classifying whether each pixel of the image is water or not, has become a hot issue in the …

Multiscale assessment of land surface phenology from harmonized Landsat 8 and Sentinel-2, PlanetScope, and PhenoCam imagery

M Moon, AD Richardson, MA Friedl - Remote Sensing of Environment, 2021 - Elsevier
As the spatial and temporal resolution of remotely sensed imagery has improved over the
last four decades, algorithms for monitoring and mapping seasonal changes in surface …

Seasonal evolution of supraglacial lakes on Baltoro Glacier from 2016 to 2020

A Wendleder, A Schmitt, T Erbertseder… - Frontiers in Earth …, 2021 - frontiersin.org
The existence of supraglacial lakes influences debris-covered glaciers in two ways. The
absorption of solar radiation in the water leads to a higher ice ablation, and water draining …

An inventory of Norway's glaciers and ice-marginal lakes from 2018–19 Sentinel-2 data.

LM Andreassen, T Nagy, B Kjøllmoen… - Journal of …, 2022 - search.ebscohost.com
We used Sentinel-2 satellite imagery at 10 m resolution to map the extent of Norway's
glaciers and ice-marginal lakes over 2018–19. We applied a standardized semi-automated …

Using High‐Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies

AL Mullen, JD Watts, BM Rogers… - Geophysical …, 2023 - Wiley Online Library
Small water bodies (ie, ponds;< 0.01 km2) play an important role in Earth System processes,
including carbon cycling and emissions of methane. Detection and monitoring of ponds …

[HTML][HTML] A second-order attention network for glacial lake segmentation from remotely sensed imagery

S Wang, MV Peppa, W Xiao, SB Maharjan… - ISPRS Journal of …, 2022 - Elsevier
Climate change is increasing the risk of glacial lake outburst floods (GLOFs) in many of the
world's most vulnerable and high mountain regions. Simultaneously, remote sensing …

Agricultural field boundary delineation with satellite image segmentation for high-resolution crop mapping: A case study of rice paddy

M Wang, J Wang, Y Cui, J Liu, L Chen - Agronomy, 2022 - mdpi.com
Parcel-level cropland maps are an essential data source for crop yield estimation, precision
agriculture, and many other agronomy applications. Here, we proposed a rice field mapping …

[HTML][HTML] Automated mapping of glacial lakes using multisource remote sensing data and deep convolutional neural network

S Kaushik, T Singh, PK Joshi, AJ Dietz - International Journal of Applied …, 2022 - Elsevier
The characteristics of glacial lakes are a precursor to glacier retreat, ice mass loss, velocity,
and potential risk of Glacial Lake Outburst Floods (GLOF). The current state of the art for …

Inventory and evolution of glacial lakes since the Little Ice Age: Lessons from the case of Switzerland

N Mölg, C Huggel, T Herold, F Storck… - Earth Surface …, 2021 - Wiley Online Library
Retreating glaciers give way to new landscapes with lakes as an important element. In this
study, we combined available data on lake outlines with historical orthoimagery and glacier …

Exploring planetScope satellite capabilities for soil salinity estimation and mapping in arid regions oases

J Tan, J Ding, L Han, X Ge, X Wang, J Wang, R Wang… - Remote Sensing, 2023 - mdpi.com
One reason for soil degradation is salinization in inland dryland, which poses a substantial
threat to arable land productivity. Remote-sensing technology provides a rapid and accurate …