Global loss of aquatic vegetation in lakes

Y Zhang, E Jeppesen, X Liu, B Qin, K Shi, Y Zhou… - Earth-Science …, 2017 - Elsevier
Quantitative global assessments of aquatic vegetation dynamics in lakes are lacking despite
reports of the losses of submerged aquatic vegetation. We conducted a comprehensive …

[HTML][HTML] Detection of surface water and floods with multispectral satellites

C Albertini, A Gioia, V Iacobellis, S Manfreda - Remote Sensing, 2022 - mdpi.com
The use of multispectral satellite imagery for water monitoring is a fast and cost-effective
method that can benefit from the growing availability of medium–high-resolution and free …

Remote sensing of shallow waters–A 50 year retrospective and future directions

T Kutser, J Hedley, C Giardino, C Roelfsema… - Remote Sensing of …, 2020 - Elsevier
Technical advancements have widened the limits of remote sensing in map** shallow
water benthic habitats and bathymetry over the last decades. On the other hand, the needs …

A new technique for quantifying algal bloom, floating/emergent and submerged vegetation in eutrophic shallow lakes using Landsat imagery

J Luo, G Ni, Y Zhang, K Wang, M Shen, Z Cao… - Remote Sensing of …, 2023 - Elsevier
With the increasing problem of eutrophication, lacustrine ecosystem can undergo complex
changes, often resulting in a shift from a clear macrophyte-dominated state to a turbid …

Data analytics for crop management: a big data view

N Chergui, MT Kechadi - Journal of Big Data, 2022 - Springer
Recent advances in Information and Communication Technologies have a significant impact
on all sectors of the economy worldwide. Digital Agriculture appeared as a consequence of …

Plant species classification in salt marshes using phenological parameters derived from Sentinel-2 pixel-differential time-series

C Sun, J Li, Y Liu, Y Liu, R Liu - Remote Sensing of Environment, 2021 - Elsevier
Salt marshes are one of the most productive but vulnerable ecosystems on Earth; and due to
the continued intensification of natural and anthropogenic pressures on them, accurate and …

Aquatic vegetation in response to increased eutrophication and degraded light climate in Eastern Lake Taihu: Implications for lake ecological restoration

Y Zhang, X Liu, B Qin, K Shi, J Deng, Y Zhou - Scientific reports, 2016 - nature.com
Terrestrial and aquatic ecosystem degradation is widely recognized as a major global
environmental and development problem. Although great efforts have been made to prevent …

Classification map** of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

C Sun, S Fagherazzi, Y Liu - Estuarine, Coastal and Shelf Science, 2018 - Elsevier
Salt marshes are deemed as one of the most dynamic and valuable ecosystems on Earth.
Recently, salt marsh deterioration and loss have become widespread because of …

Monitoring the Spread of Water Hyacinth (Pontederia crassipes): Challenges and Future Developments

A Datta, S Maharaj, GN Prabhu, D Bhowmik… - Frontiers in Ecology …, 2021 - frontiersin.org
Water hyacinth (Pontederia crassipes, also referred to as Eichhornia crassipes) is one of the
most invasive weed species in the world, causing significant adverse economic and …

[HTML][HTML] Evaluating capabilities of machine learning algorithms for aquatic vegetation classification in temperate wetlands using multi-temporal Sentinel-2 data

E Piaser, P Villa - International Journal of Applied Earth Observation and …, 2023 - Elsevier
Different perspectives use of machine learning (ML) algorithms have proven their
performance depends on the quality of reference data. This is particularly true when targets …