Results 171 to 180 of about 5,842 (246)

Time‐series digital camera photos combined with machine learning algorithms can realize accurate observation of flowering phenology

Remote Sensing in Ecology and Conservation, EarlyView.
Intelligent approaches are required to extract valuable phenological information from time‐series digital camera photos. In this research, we employed YOLO‐based object detection and semantic segmentation models to identify flowers and flower pixels, acquire flower count and flower cover data, and extract phenophases such as first, peak, and end ...
Chuangye Song, Yuan Jia, Lin Zhang, Dongxiu Wu   +3 more
wiley   +1 more source

Landslide detection using multimodal data fusion and an improved Deeplabv3+ model. [PDF]

Sci Rep
Tuo W, Zeng J, Wu F, Wu W, Wang X, Zhao X.   +5 more
europepmc   +1 more source

Classification of tree species and standing dead trees in Boreal forests using UAV‐based RGB, multispectral, and LiDAR point clouds

Remote Sensing in Ecology and Conservation, EarlyView.
We evaluated single‐ and multi‐sensor UAV approaches for classifying tree species and standing dead trees in boreal forests, focusing on key biodiversity indicators such as European aspen. Using spectral and structural features extracted from RGB, multispectral (MSP), and LiDAR point clouds for 1,205 field‐measured trees, we compared classification ...
Anton Kuzmin, Lauri Korhonen, Topi Tanhuanpää, Mikko Kukkonen, Matti Maltamo, Timo Kumpula   +5 more
wiley   +1 more source

Characterizing the vertical structure of forests in the Brazilian Amazon. [PDF]

Commun Earth Environ
Valle D, Haneda L, Brack IV, Ometto J, Csillik O, Longo M, Keller M, Almeida D.   +7 more
europepmc   +1 more source

Epistemic Objects and Tools on the School Grounds: Addressing Plant Blindness and Knowledge Construction

Science Education, EarlyView.
ABSTRACT Plants mediate the supply of energy and matter for all animals, including human beings yet we are faced with “plant blindness” whereby we pay limited attention to and accord little value to plants. Plant blindness is evident in school curricula whereby students have limited opportunities to learn about plants.
Maurice M. W. Cheng, Bronwen Cowie
wiley   +1 more source

Decoding spatiotemporal dynamics of suspended sediment and vegetation in shallow reservoirs with Sentinel-2 and ANNs: A case study of Lake Tisza, Hungary. [PDF]

Environ Monit Assess
Mohsen A, Fleit G, Kiss T, Baranya S.
europepmc   +1 more source

Bridging the Gap Between Socio‐Political and Community Acceptance of Wind Energy: Policy Insights for Sustainable Energy Development

Sustainable Development, EarlyView.
ABSTRACT Wind energy plays an important role in achieving energy transition and sustainable development goals, yet disparities between socio‐political and community acceptance continue to hinder project implementation. Understanding this gap is essential for designing more socially responsive wind energy policies.
Kaiqi Liu, Shigeo Nishikizawa, Takehiko Murayama, Kultip Suwanteep, Qiao Yu, Wei Zhang   +5 more
wiley   +1 more source

Exploring the depth of the maize canopy LAI detected by spectroscopy based on simulations and in situ measurements. [PDF]

Plant Phenomics
Cheng J, Wang J, Zhao D, Duan F, Wu Q, Lai Y, Qi J, Xiong S, Qiao H, Ma X, Yang H, Yang G.   +11 more
europepmc   +1 more source