Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects.

Land-use and land-cover change (LULCC) are of importance in natural resource management, environmental modelling and assessment, and agricultural production management. However, LULCC detection and modelling is a complex, data-driven process in the remote sensing field due to the processing of massive historical and current data, real-time interaction of scenario data, and spatial environmental data. In this paper, we review principles and methods of LULCC modelling, using machine learning and beyond, such as traditional cellular automata (CA).

Greater Somatosensory Afference With Acupuncture Increases Primary Somatosensory Connectivity and Alleviates Fibromyalgia Pain via Insular γ-Aminobutyric Acid: A Randomized Neuroimaging Trial.

Objective: Acupuncture is a complex multicomponent treatment that has shown promise in the treatment of fibromyalgia (FM). However, clinical trials have shown mixed results, possibly due to heterogeneous methodology and lack of understanding of the underlying mechanism of action. The present study was undertaken to understand the specific contribution of somatosensory afference to improvements in clinical pain, and the specific brain circuits involved.

Steps against recurrent stroke plus: patient transition program.

Stroke is a devastating health event that affects 800,000 people annually in the United States. Nearly 20% of strokes are recurrent strokes. Research shows that support after discharge from the hospital poststroke is frequently inadequate.

Cognitive behavioral therapy, self-efficacy, and depression in persons with chronic pain.

Chronic pain is a complex and often disabling condition compounded by depression and poor self-efficacy. The purpose of this evidence-based project was to explore the relationship of cognitive behavioral therapy (CBT)-focused groups with self-efficacy and depression in persons with chronic pain at an intensive interdisciplinary 3-week pain rehabilitation center (PRC). The project sample consisted of 138 persons admitted to a PRC and scoring ≥27 on the Center for Epidemiological Study Depression Scale (CES-D) and then completing the Pain Self-Efficacy Questionnaire (PSEQ).

Stable isotope dilution analysis of the fusarium mycotoxin zearalenone.

Zearalenone is a secondary metabolite produced by molds of the Fusarium genus. Beside its nonsteroidal molecular structure, zearalenone has estrogenic activity and can disrupt the function of the endogenous hormone 17beta-estradiol in animals and possibly in humans. It can frequently be found in all major cereal grains as well as in processed food.