Cereal yield modeling in Finland using optical and radar remote sensing : Special Issue Global Croplands

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Integrating Vegetation Indices Models and Phenological Classification with Composite SAR and Optical Data for Cereal Yield Estimation in Finland (Part I)

Special Issue Microwave Remote Sensing.Abstract: During 1996–2006 the Ministry of Agriculture and Forestry in Finland, MTT Agrifood Research Finland and the Finnish Geodetic Institute carried out a joint remote sensing satellite research project. It evaluated the applicability of composite multispectral SAR and optical satellite data for cereal yield estimations in the annual crop inventory program. Three Vegetation Indices models (VGI, Infrared polynomial, NDVI and Composite multispetral SAR and NDVI) were validated to estimate cereal yield levels using solely optical and SAR satellite data (Composite Minimum Dataset). The average R2 for cereal yield (yb) was 0.627. The averaged composite SAR modeled grain yield level was 3,750 kg/ha (RMSE = 10.3%, 387 kg/ha) for high latitude spring cereals (4,018 kg/ha for spring wheat, 4,037 kg/ha for barley and 3,151 kg/ha for oats). Keywords: Composite multispectral modeling; SAR; classification; SatPhenClass algorithm; minimum dataset; cereal yield; phenology; LAI-bridge; CAP; IACS; FLPISPeer reviewe

Intensive care acquired infection is an independent risk factor for hospital mortality: a prospective cohort study

INTRODUCTION: The aim of this study was to elucidate the impact of intensive care unit (ICU)-acquired infection on hospital mortality. METHODS: Patients with a longer than 48 hour stay in a mixed 10 bed ICU in a tertiary-level teaching hospital were prospectively enrolled between May 2002 and June 2003. Risk factors for hospital mortality were analyzed with a logistic regression model. RESULTS: Of 335 patients, 80 developed ICU-acquired infection. Among the patients with ICU-acquired infections, hospital mortality was always higher, regardless of whether or not the patients had had infection on admission (infection on admission group (IAG), 35.6% versus 17%, p = 0.008; and no-IAG, 25.7% versus 6.1%, p = 0.023). In IAG (n = 251), hospital stay was also longer in the presence of ICU-acquired infection (median 31 versus 16 days, p < 0.001), whereas in no-IAG (n = 84), hospital stay was almost identical with and without the presence of ICU-acquired infection (18 versus 17 days). In univariate analysis, the significant risk factors for hospital mortality were: Acute Physiology and Chronic Health Evaluation (APACHE) II score >20, sequential organ failure assessment (SOFA) score >8, ICU-acquired infection, age ≥ 65, community-acquired pneumonia, malignancy or immunosuppressive medication, and ICU length of stay >5 days. In multivariate logistic regression analysis, ICU-acquired infection remained an independent risk factor for hospital mortality after adjustment for APACHE II score and age (odds ratio (OR) 4.0 (95% confidence interval (CI): 2.0–7.9)) and SOFA score and age (OR 2.7 (95% CI: 2.9–7.6)). CONCLUSION: ICU-acquired infection was an independent risk factor for hospital mortality even after adjustment for the APACHE II or SOFA scores and age

Neuropsychiatric Symptoms as Predictors of Falls in Long-Term Care Residents With Cognitive Impairment

Objectives: Falls and neuropsychiatric symptoms (NPS) are common among long-term care residents with cognitive impairment. Despite the high prevalence of falls and NPS, little is known about their association. The aim of our study was to explore how NPS, particularly the severity of NPS and specific NPS subgroups, are associated with falls and how psychotropics modify this association. Design: Longitudinal cohort study. Setting and Participants: In total, 532 long-term care residents aged 65 years or older in Helsinki, Finland. Methods: NPS were measured with Neuropsychiatric Inventory (NPI) at baseline. Participants were grouped into 3 groups: no significant NPS (NPI points 0-3), low NPS burden (NPI 4-12), and high NPS burden (NPI >12). The number of falls, injuries, fractures, and hospitalizations were collected from medical records over 12 months following baseline assessment. Results: Altogether, 606 falls occurred during the follow-up year. The falls led to 121 injuries, 42 hospitalizations, and 20 fractures. Falls and injuries increased significantly with NPS burden (P <.001): 330 falls in the high NPS group (n = 184), 188 falls in the low NPS group (n = 181), and 88 falls in the no significant NPS group (n = 167). The risk of falling showed a curvilinear association with NPI total score. Of NPS subgroups, psychosis and hyperactivity were associated with a higher incidence rate ratio of falls, whereas apathy had a protective association even after adjustment for age, sex, and mobility. Affective symptoms were not associated with falls. Psychotropics did not modify the association between NPS burden and falls. Conclusions and Implications: The results of this study show that NPS, especially NPS severity, may predict falls and fall-related negative consequences. Severity of NPS should be taken into account when assessing fall risk in long-term care residents with cognitive impairment. (C) 2020 AMDA - The Society for Post-Acute and Long-Term Care Medicine.Peer reviewe

Fourteen-Year Trends in the Use of Psychotropic Medications, Opioids, and Other Sedatives Among Institutionalized Older People in Helsinki, Finland

Objectives: The use of psychotropic drugs in long-term care (LTC) is very common, despite their known adverse effects. The prevalence of opioid use is growing among older adults. This study aimed to investigate trends in the prevalence of psychotropics, opioids, and sedative load in a LTC setting over a 14-year period. We also explored the interaction of psychotropic and opioid use according to residents' dementia status in nursing home (NH) and assisted living facility (ALF) settings. Design: Four cross-sectional studies. Setting: Institutional settings in Helsinki, Finland. Participants: Older residents in NHs in 2003 (n = 1987), 2011 (n = 1576), and 2017 (n = 791) and in ALFs in 2007 (n = 1377), 2011 (n = 1586), and 2017 (n = 1624). Measures: Comparable assessments were conducted among LTC residents at 4 time points over 14 years. The prevalence of regular psychotropics, opioids, and other sedatives and data on demographics and diagnoses were collected from medical records. Results: Disabilities and severity of dementia increased in both settings over time. The prevalence of all psychotropics decreased significantly in NHs (from 81% in 2003 to 61% in 2017), whereas in ALFs there was no similar linear trend (65% in 2007 and 64% in 2017). There was a significant increase in the prevalence of opioids in both settings (30% in NHs and 22% in AFLs in 2017). Residents with dementia used less psychotropics and opioids than those without dementia in both settings and at each time point. Conclusions/Implications: NHs show a favorable trend in psychotropic drug use, but the rates of psychotropic use remain high in both NHs and ALFs. In addition, the rates of opioid use have almost tripled, leading to a high sedative load among LTC residents. Clinicians should carefully consider the risk-to-benefit ratio when prescribing in LTC. (C) 2018 AMDA - The Society for Post-Acute and Long-Term Care Medicine.Peer reviewe

Effects of Staff Training on Nursing Home Residents’ End-Of-Life Care : A Randomized Controlled Trial

Publisher Copyright: © 2021 AMDA – The Society for Post-Acute and Long-Term Care MedicinePeer reviewe

Training Staff in Long-Term Care Facilities-Effects on Residents' Symptoms, Psychological Well-Being, and Proxy Satisfaction

Context. Long-term care facility (LTCF) residents have unmet needs in end-of-life and symptom care. Objectives. This study examines the effects of an end-of-life care staff training intervention on LTCF residents' pain, symptoms, and psychological well-being and their proxies' satisfaction with care. Methods. We report findings from a single-blind, cluster randomized controlled trial featuring 324 residents with end-of-life care needs in 20 LTCF wards in Helsinki. The training intervention included four 4-hour educational workshops on palliative care principles (advance care planning, adverse effects of hospitalizations, symptom management, communication, supporting proxies, challenging situations). Training was provided to all members of staff in small groups. Education was based on constructive learning methods and included participants' own resident cases, role-plays, and small-group discussions. During a 12-month follow-up we assessed residents' symptoms with the Edmonton Symptom Assessment Scale (ESAS), pain with the PAINAD instrument and psychological well-being using a PWB questionnaire. Proxies' satisfaction with care was assessed using the SWC-EOLD. Results. The change in ESAS symptom scores from baseline to 6 months favored the intervention group compared with the control group. However, the finding was diluted at 12 months. PAINAD, PWB, and SWC-EOLD scores remained unaffected by the intervention. All follow-up analyses were adjusted for age, gender, do-not-resuscitate order, need for help, and clustering. Conclusion. Our rigorous randomized controlled trial on palliative care training intervention demonstrated mild effects on residents' symptoms and no robust effects on psychological well-being or on proxies' satisfaction with care. (C) 2021 The Authors. Published by Elsevier Inc. on behalf of American Academy of Hospice and Palliative Medicine.Peer reviewe