Results 191 to 200 of about 4,903,537 (303)

Monitoring seasonal and long-term forest canopy dynamics using Sentinel-2 imagery and Random Forest on the Google Earth Engine platform. [PDF]

PLoS One
Kumar P, Kumar R, Sahu S, Dobriyal M, Lavania P, Srivastav M, Pandey PC, Turyasingura B.   +7 more
europepmc   +1 more source

Unifying Composition and Process Design: A Heterogeneous Graph Neural Network for Discovering High‐Performance Cu Alloys

Advanced Science, EarlyView.
By overcoming the fixed‐path limitations of conventional machine learning, a heterogeneous graph neural network fundamentally reconstructs material data representation. Integrating variable processing sequences with intrinsic elemental features, this framework enables exploratory optimization across high‐dimensional spaces.
Jie Yin, Qian Lei, Wei Yan, Yue Li, Tong Xie, Shuang Zhou, Chong Wang, Bram Hoex, Qiang Long, Caoyang Jiang, Min Song, Zhou Li, Zhangwei Wang   +12 more
wiley   +1 more source

Decorrelating carbon and water fluxes in the Amazon Basin. [PDF]

Nat Commun
Worden S, Madani N, Li L, McDowell N, Yang Y, Saatchi S.   +5 more
europepmc   +1 more source

Deciphering Short‐Range Order in 2D Transition Metal Dichalcogenides: From Origin to Multi‐Scale Property Modulation

Advanced Science, EarlyView.
Short‐range order in 2D transition metal dichalcogenides is revealed as a new design paradigm. Driven by chemical affinity and atomic size, it governs properties across scales. Weak ordering tunes site‐resolved magnetism and d‐band centers, while strong ordering eliminates gap states to open band gaps.
Hanyu Liu, Linggang Zhu, Jian Zhou, Zhimei Sun   +3 more
wiley   +1 more source

Accuracy assessment of global land cover datasets for monitoring forest landscape restoration targets in Malawi. [PDF]

Environ Monit Assess
Uganja T, Mollee E, Gibbons J.
europepmc   +1 more source

Productive function of forests

, 2007
MARCHETTI, Marco, CORONA P, LASSERRE, Bruno, PETTENELLA D, STÅHL G.   +4 more
openaire   +5 more sources

Broadening Hard‐Magnet Discovery Beyond Symmetry Constraints via Unified Effective Anisotropy

Advanced Science, EarlyView.
A unified effective‐anisotropy descriptor (Keff) extends hard‐magnet screening across all seven crystal systems, beyond the uniaxial restriction of conventional searches. Machine‐learning screening of 9320 known ferromagnets and diffusion‐model generation together yield 38 rare‐earth‐free or ‐lean candidates with DFT‐validated magnetic hardness (κ > 1),
Hojae Kim, Hyeondeok Shin, Kyungju Nam, Seunghyo Noh, Donghwi Kim, Yousung Jung   +5 more
wiley   +1 more source

Scale-dependent biases in systematic land cover maps undermine freshwater ecological assessment. [PDF]

Environ Monit Assess
Fernández de Larrea I, González-Ibarzabal J, Bastarrika A, Larrañaga A.   +3 more
europepmc   +1 more source

Idaho Forest: From Lumberjacks to Lasersaws: Teacher Guide

Idaho Forest Products Commission educational publication.
Forest Products Commission, Idaho;
core  

High‐Throughput Screening and Interpretable Machine Learning for Rational Design of Bimetallic Catalysts for Methane Activation

Advanced Science, EarlyView.
ABSTRACT Methane's efficient catalytic removal is vital for sustainable development. Bimetallic catalysts, though promising for methane activation, pose a design challenge due to their complex compositional space. This work introduces an integrated framework that combines high‐throughput density functional theory (DFT) and interpretable machine ...
Mingzhang Pan, Tian Zhang, Jiawei Dong, Yubao Xie, Kaifeng Zhong, Wei Guan, Haiqiao Wei, Changcheng Fu, Yaqiong Su   +8 more
wiley   +1 more source