Results 281 to 290 of about 523,422 (382)

Comparing convolutional neural network and random forest for benthic habitat mapping in Apollo Marine Park

Remote Sensing in Ecology and Conservation, EarlyView.
A comparison of Convolutional Neural Network (CNN) and Random Forest (RF) model predictions of benthic habitats within Apollo Marine Park. The CNN (left) and RF (right) classification maps show the spatial distribution of three habitat types: high energy circalittoral rock with seabed‐covering sponges, low complexity circalittoral rock with non‐crowded
Henry Simmons, Dang Nguyen, Benjamin Misiuk, Daniel Ierodiaconou, Sunil Gupta, Oli Dalby, Mary Young   +6 more
wiley   +1 more source

Modern sea-level rise breaks 4,000-year stability in southeastern China. [PDF]

Nature
Lin Y, Kopp RE, Xiong H, Hibbert FD, Zheng Z, Yu F, Kumar P, Dangendorf S, Yi H, Zhang Y.   +9 more
europepmc   +1 more source

Wall‐to‐wall Amazon forest height mapping with Planet NICFI, Aerial LiDAR, and a U‐Net regression model

Remote Sensing in Ecology and Conservation, EarlyView.
Tree canopy height is a key indicator of forest biomass and structure, yet accurate mapping across the Amazon remains challenging. Here, we generated a canopy height map of the Amazon forest at ~4.8 m resolution using Planet NICFI imagery and a deep learning U‐Net model trained with airborne LiDAR data.
Fabien H. Wagner, Ricardo Dalagnol, Griffin Carter, Mayumi C. M. Hirye, Shivraj Gill, Le Bienfaiteur Sagang Takougoum, Samuel Favrichon, Michael Keller, Jean P. H. B. Ometto, Lorena Alves, Cynthia Creze, Stephanie P. George‐Chacon, Shuang Li, Zhihua Liu, Adugna Mullissa, Yan Yang, Erone G. Santos, Sarah R. Worden, Martin Brandt, Philippe Ciais, Stephen C. Hagen, Sassan Saatchi   +21 more
wiley   +1 more source

Variable vertical land motion and its impacts on sea level rise projections. [PDF]

Sci Adv
Govorcin M, Bekaert DPS, Hamlington BD, Sangha SS, Sweet W.   +4 more
europepmc   +1 more source

Constraints and Frugal Innovation: Enabling Sustainable Production Through the New Product Development Process

Sustainable Development, EarlyView.
ABSTRACT This paper advances understanding of how constraint‐based thinking fosters sustainable innovation under resource limitations. Based on five case studies of small and medium‐sized enterprises and research groups developing frugal medical devices across diverse regions, it identifies how market, infrastructure, and user constraints shape design ...
Zulfiya Ukbaeva, Theresa Wöllner, Peter M. Bican   +2 more
wiley   +1 more source

Simulation of microplastic transport and dispersion based on a three-dimensional hydrodynamic particle-tracking model in the Beibu Gulf. [PDF]

Front Toxicol
Sun C, Guan Y, Hou W, Wei H, Hu X, Jiang H, Su Q, Zhou X, Chen J, Zhu Z.   +9 more
europepmc   +1 more source

Ecological and Technological Insights to Enhance Rice Production: A Machine Learning Approach for Sustainable Agriculture in Granma, Cuba

Sustainable Development, EarlyView.
ABSTRACT Amid the quest for sustainable agriculture, this study explores key ecological and technological factors influencing crop production under climate change. We conduct a comprehensive assessment of temperature, biomass, farmer education, renewable energy devices, greenhouse gas emissions and their effects on rice yields in Granma, Cuba, from ...
Afzal Ahmed Dar, Zhi Chen, Sergio RodrIguez‐Rodríguez, Fariborz Haghighat, Chunjiang An, Roberto Alejandro García Reyes, Beatriz González‐Rosales   +6 more
wiley   +1 more source

Exploration the effect of nonstationary signals on the tidal phenomenon using F_TIDE part I. [PDF]

Sci Rep
Zhang Y, Jiao S, Zhou W, Wang Y, Lv X.
europepmc   +1 more source

Combined Assimilation of GEOSAT, TOPEX/Poseidon and tide gauge reconstruction data into a global OGCM [PDF]

, 2008
Manfred Wenzel, Jens Schröter
openalex  

Women's Empowerment, Governance, and the Economics of Clean Cooking Transitions in Africa

Sustainable Development, EarlyView.
ABSTRACT Over the past few decades, the global economy, particularly in developing nations, has persistently grappled with rising dependence on conventional energy resources, thus rendering the realization of Sustainable Development Goals 5 and 7 (SDGs 5 and 7) an elusive aspiration for the international community.
Stephen Kelechi Dimnwobi, Olufemi Gbenga Onatunji, Simplice A. Asongu   +2 more
wiley   +1 more source