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Spatial Analysis of Soybean Plant Height and Plant Canopy Temperature Measured with On-the-Go Tractor Mounted Sensors

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Agricultural Sciences 2019年第11期10卷 1486-1496页

作者： Reginald S. Fletcher Daniel K. Fisher Crop Production Systems Research Unit Agricultural Research Service United States Department of Agriculture Stoneville USA Sustainable Water Management Research Unit Agricultural Research Service United States Department of Agriculture Stoneville USA

There is a growing interest in the Open Ag community to use inexpensive sensors controlled by open-source software to measure plant height and plant canopy temperature of agricultural crops. Plant height and plant canopy temperature are key indicators of plant health. This research study reports on an ongoing research initiative to test a compact and inexpensive mobile sensor to measure plant height and plant canopy temperature. The system is controlled by open source software and hardware. The specific objectives for this study were to analyze the relationship between plant height and plant canopy temperature of soybeans (Glycine max L.) measured with the mobile system and to analyze the spatial correlation of the plant height and plant canopy temperature measurements. Data were collected in a soybean plot in 2018 and 2019. Descriptive statistics, Pearson correlation, and geostatistical techniques were used to evaluate the data. A negative statistically significant (p ≤ 0.05) relationship was observed between the plant height and the plant canopy temperature measurements (r = −0.54, 2018;r = −0.37, 2019). Also, both parameters were spatially correlated;however, plant height had a greater spatial continuity than plant canopy temperature. Furthermore, similar patterns were observed for the in-field variability of the plant height and plant temperature maps derived via kriging. Similarities in plant height and plant canopy temperatures were observed from one year to the next, suggesting that the sensor technologies could be used as a historical record for monitoring growth patterns in soybean fields. The sensors and techniques used in this study can be easily adapted to other crops, thus providing two important layers for monitoring plant growth and potentially plant stress.

关键词： Glycine max Ultrasonic Sensors Infrared Thermometer Correlation in-field Variability

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Radiation-induced sarcomas of the head and neck

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World Journal of Clinical Oncology 2014年第5期5卷 973-981页

作者： Anuradha Thiagarajan N Gopalakrishna Iyer Department of Radiation Oncology National Cancer Centre Singapore Department of Surgical Oncology National Cancer Centre Singapore

With improved outcomes associated with radiotherapy, radiation-induced sarcomas(RIS) are increasingly seen in long-term survivors of head and neck cancers, with an estimated risk of up to 0.3%. They exhibit no subsite predilection within the head and neck and can arise in any irradiated tissue of mesenchymal origin. Common histologic subtypes of RIS parallel their de novo counterparts and include osteosarcoma, chondrosarcoma, malignant fibrous histiocytoma/sarcoma nitricoxide synthase, and fibrosarcoma. While imaging features of RIS are not pathognomonic, large size, extensive local invasion with bony destruction, marked enhancement within a prior radiotherapy field, and an appropriate latency period are suggestive of a diagnosis of RIS. RIS development may be influenced by factors such as radiation dose, age at initial exposure, exposure to chemotherapeutic agents and genetic tendency. Precise pathogenetic mechanisms of RIS are poorly understood and both directly mutagenizing effects of radiotherapy as well as changes in microenvironments are thought to play a role. Management of RIS is challenging, entailing surgery in irradiated tissue and a limited scope for further radiotherapy and chemotherapy. RIS is associated with significantly poorer outcomes than stagematched sarcomas that arise independent of irradiationand surgical resection with clear margins seems to offer the best chance for cure.

关键词： Post-irradiation Nasopharyngeal carcinoma in-field Radiotherapy Head and neck cancer

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