Results 181 to 190 of about 1,982,933 (271)

Estimation Accuracy Obviously Increased of Soil Organic Carbon Content Based on Habitat Patches Scale Using Interpretable Machine Learning in Southwest China

Land Degradation &Development, EarlyView.
ABSTRACT Although machine learning models have been successfully applied to estimate soil organic carbon (SOC), the lack of interpretability research has resulted in the absence of mechanistic explanations for these models. Therefore, in this study, we adopted the following workflow: first, we divided the whole study area into several subregions using ...
Wei Zhou, Jieyun Xiao, Haotian Liu, Lu Xu, Keming Wang   +4 more
wiley   +1 more source

Surface processes darkening the southwestern ice sheet of Kalaallit Nunaat (Greenland). [PDF]

Sci Adv
Chevrollier LA, Wehrlé A, Cook JM, Blukis R, Stevens IT, Benning LG, Anesio AM, Tranter M.   +7 more
europepmc   +1 more source

Revealing Dust Source Changes in East Asia From Past to Future: An Interpretable Deep Learning Approach

Land Degradation &Development, EarlyView.
ABSTRACT Aeolian dust source areas are controlled by climate and human activities and are closely associated with land degradation, yet their long‐term evolution under global warming remains insufficiently quantified. An integrated framework that couples a U‐Net segmentation model with Shapley Additive Explanations (SHAP) was built to map and attribute
Yanyu Li, Qizhong Wu, Xueshun Chen, Jiang Yue, Jieying He, Huaqiong Cheng   +5 more
wiley   +1 more source

Greenland Emissions Contribute to Black Carbon Aerosols in the Arctic Marine Boundary Layer. [PDF]

Environ Sci Technol
Teng X, Du M, Song C, Dai Y, Lal Chandani V, Beddows DCS, Dall'Osto M, Baumgardner D, Harrison RM, Brean J, Yang M, Zhang Y, Li W, Shi Z.   +13 more
europepmc   +1 more source

Optimized Fertilization Balances Microbial Carbon and Nitrogen Use Efficiency: Evidence From Microbial Communities

Land Degradation &Development, EarlyView.
ABSTRACT Optimized fertilization involving reduced mineral N input and organic substitution can alter resource stoichiometry, microbial carbon use efficiency (CUE) and nitrogen use efficiency (NUE). However, how fertilization‐induced resource imbalance reshapes microbial community to regulate CUE and NUE remains unclear. We conducted a field experiment
Yazhen Chen, Yichen Xu, Haobo Xu, Juan Chen, Xiaozhou Huang, Wenqiong Jiang, Jinsong He, Xiaohong Wu, Xinxing He, Jun Wang, Xiaocui Liang, Wende Yan   +11 more
wiley   +1 more source

Sea ice dynamics structure narwhal presence and seasonal movements in a Northwest Greenland fjord system. [PDF]

Sci Rep
Larsen JSK, Ladegaard M, Madsen PT, Olsen SM, Simon M.   +4 more
europepmc   +1 more source

Beyond Reality Avoidance: Unraveling the Paradox of Escapism Through Self‐Monitoring and Autonomy Mechanisms for Consumers' Life Satisfaction

Psychology &Marketing, EarlyView.
ABSTRACT This study introduces the Paradox of Escapism, exploring how the act of escaping reality can evolve from a short‐term avoidance strategy to a mechanism for self‐regulation and enhanced life satisfaction. Employing five rigorous, multimethod investigations, including qualitative interviews and sentiment analysis (Study 1), Structural Equation ...
Thamiris Magalhães de Sousa, Flávio Santino Bizarrias, Thelma Valéria Rocha, Larissa Luz Raposo   +3 more
wiley   +1 more source

Ubiquitous and expanding glacier algal blooms modelled around the Greenland Ice Sheet. [PDF]

Commun Earth Environ
Williamson CJ, Tedstone AJ.
europepmc   +1 more source

Computational Analysis of the Vibrational Response of Lunar Regolith Made of Nonspherical Grains

International Journal for Numerical and Analytical Methods in Geomechanics, EarlyView.
ABSTRACT Vibration‐based systems have shown that appropriately oriented and tuned mechanical oscillations can disrupt regolith interlocking and promote flow. Building on this evidence, the present study investigates vibration‐controlled granular discharge as a potential ISRU (In Situ Resource Utilization) strategy, with the aim of supporting ...
Lewis Traquair, Peter Watson, Ali Anwar, Sebastien Vincent Bonnieu, Marcello Lappa   +4 more
wiley   +1 more source

Epigenetic signatures mark early peripheral human B lineage bifurcation and differential transcriptional profiles in mature populations. [PDF]

Nat Commun
Dionisi C, Kelly A, Pitcher MJ, Kottoor SH, Dalton A, Montorsi L, Dhami P, Kleeman M, Ellis RJ, Bishop C, Sufi J, Gibbons DL, Lavender P, Spencer J.   +13 more
europepmc   +1 more source