Tree species identification within an extensive forest area with diverse management regimes using airborne hyperspectral data     

《International Journal of Applied Earth Observation and Geoinformation》2020

Information on tree species composition is crucial in forest management and can be obtained using remote sensing. While the topic has been addressed frequently over the last years, the remote sensing-based identification of tree species across wide and complex forest areas is still sparse in the literature. Our study presents a tree species classification of a large fraction of the Białowieża Forest in Poland covering 62 000 ha and being subject to diverse management regimes. Key objectives were to obtain an accurate tree species map and to examine if the prevalent management strategy influences the classification results. Tree species classification was conducted based on airborne hyperspectral HySpex data. We applied an iterative Support Vector Machine classification and obtained a thematic map of 7 individual tree species (birch, oak, hornbeam, lime, alder, pine, spruce) and an additional class containing other broadleaves. Generally, the more heterogeneous the area was, the more errors we observed in the classification results. Managed forests were classified more accurately than reserves. Our findings indicate that mapping dominant tree species with airborne hyperspectral data can be accomplished also over large areas and that forest management and its effects on forest structure has an influence on classification accuracies and should be actively considered when progressing towards operational mapping of tree species composition.  相似文献   

钦州湾海洋环境的富营养化水平评价及其对浮游植物叶绿素a的影响          下载免费PDF全文

康建华  林毅力  王雨  蓝文陆 《海洋开发与管理》2020,37(11):67-74

文章通过钦州湾现场调查资料，分别利用单因子污染指数法和富营养化指数法对湾内水质的污染状况和富营养化水平进行评价，并分析讨论不同的富营养化水平条件下浮游植物叶绿素a的响应。结果显示，钦州湾的污染状况和富营养化程度从湾顶至湾外呈现由重至轻的梯度变化，并出现两个“极端区域”：茅尾海化学需氧量（COD）和营养盐的污染指数劣于三类海水水质标准并重度富营养化；外湾污染指数符合一类海水水质标准并贫营养化。分析表明，茅尾海的重度富营养化是由河流输入、相对封闭的地形以及过度的牡蛎养殖造成，而外湾的贫营养化则主要归因于较少的水产养殖和陆源污水排放以及大量的浮游植物对磷酸盐的消耗。叶绿素a在这两个区域均呈现低值，茅尾海内主要是由于贝类滤食大粒径浮游植物和真光层深度下降引起，而外湾则是氮磷比（N/P）失衡，浮游植物生长受磷限制导致。另外，核电站温排水有可能是导致叶绿素a较高的原因。减少茅尾海内的养殖规模，种植红树林，集中污水于外湾排放，加强温排水口的水质监控是保证钦州湾海洋生态环境可持续发展的手段。  相似文献   

春季西沙永乐龙洞浮游植物的昼夜垂直分布特征     

葛汝平  傅亮  毕乃双  陈畅  刘光兴  庄昀筠  杨作升  范德江  姚鹏  陈洪举 《中国海洋大学学报(自然科学版)》2020,(1):65-73

南海永乐龙洞位于西沙群岛永乐环礁,是迄今为止发现的最深的海洋蓝洞,水文环境及理化因素特殊,90 m以下水体为无氧环境。为研究永乐龙洞浮游植物的群落组成及其昼夜变化,于2017年3月在龙洞、潟湖及外礁坡进行浮游植物样品采集。研究结果表明:龙洞内叶绿素a浓度呈现随深度先增大后减小的趋势,日间浓度最大值层出现在40 m层(0.42μg/L),夜间则出现在20 m层(0.59μg/L)。永乐龙洞微微型浮游植物丰度介于1.1×10^3~5.1×10^4 cells/mL。聚球藻在上层水体占优势(0~20 m),40 m以下水层原绿球藻丰度对微微型浮游植物丰度贡献率最大(90%以上),微微型真核浮游植物丰度在整个水体都较低(除20 m层)。微微型浮游植物昼夜存在明显差异,夜间其丰度最大值层为20 m层,日间则上移至表层。本研究共记录微型和小型浮游植物5门41属55种(含未定种)。其中,硅藻门25属34种、甲藻门12属15种、金藻门1属1种、蓝藻3属、隐藻1属。微型和小型浮游植物丰度介于3.3×10^2~9.8×10^4 cells/L。甲藻丰度对浮游植物总丰度贡献率最大,其次是硅藻,隐藻和蓝藻丰度仅在少数水层占优势。微型和小型浮游植物昼夜变化明显,夜间丰度最大值层为20 m层,日间则出现在40 m层。微微型、微型和小型浮游植物垂直分布与叶绿素a浓度垂直分布一致性高。龙洞浮游植物的种类数和丰度高于潟湖和外礁坡。  相似文献   

激光测高数据辅助卫星成像几何模型精化处理     

曹宁  周平  王霞  唐新明  李国元 《遥感学报》2019,23(2):291-302

资源三号02星搭载了中国首个对地观测试验性激光测高载荷。借鉴目前较成熟的卫星影像区域网平差理论的基础上,结合近年来激光测高数据精度的大幅提升以及资源三号02星激光测高数据的特点,首次提出了激光测高数据辅助卫星立体影像进行成像几何模型精化处理的通用理论。首先,利用传统的区域网平差算法对所处理影像进行高精度连接点匹配处理,并对其进行无约束的自由网平差处理,获得高精度相对精度及不亚于原始成像几何模型的绝对精度;其次,根据激光测高数据3维坐标和精化后参考影像成像几何模型获取激光数据参考影像坐标;而后将参考影像坐标通过几何模型映射获取目标影像上待匹配影像坐标,通过连接点匹配算法,对待匹配目标影像坐标进行精化获取高精度像方同名点;最后,以同名点作为高程控制进行区域网平差计算,对影像成像几何模型进一步处理,获取高精度补偿参数。通过湖北、青海两测区的试验,以激光测高数据辅助卫星影像几何模型精化精度可分别达到1.97 m、3.23 m,结果表明本文提出的方法可有效提高卫星立体数据测图精度。  相似文献   

苯并[a]芘(BaP)对褐菖鲉(Sebasticus marmoratus)肝CYP1A1酶活性、基因表达及蛋白表达的影响     

孙文静  王晓艳  祁鹏志  张建设  吴常文 《海洋与湖沼》2018,49(4):897-903

为了了解苯并[a]芘(BaP)对鱼类细胞色素P4501A1(CYP1A1)表达的影响,以褐菖鲉(Sebasticus marmoratus)为实验材料,采用体内实验,研究其在经过不同浓度(0.1、1、10、20、50mg/kg鱼体重量)的BaP诱导后,鱼体肝脏研究CYP1A1基因表达的情况,筛选出后续时间-效应实验中BaP注射的最佳浓度,研究BaP诱导6h、12h、1d、3d、7d后(质量浓度为20mg/kg鱼体重量)鱼体肝脏CYP1A1酶活性、基因表达和蛋白表达的情况。结果表明:剂量-效应实验中,20mg/kg鱼体重量为最佳浓度,此浓度下,基因表达在各组中变化最显著。时间-效应实验中,较空白对照组而言,染毒6h、12h和1d后,EROD酶活性显著增加。3d后开始下降,与对照组相比变化不大,7d后酶活性又发生上调。半定量RT-PCR结果表明,各染毒组与对照组相比,CYP1A1基因表达量都发生了上调,呈现先上升后下降的趋势。其中,6h和12h组相对表达量极显著增加,1d后开始下降且与3d和7d组相比变化不明显。Western blot结果表明,蛋白表达量在染毒12h后表现出显著的诱导效应,随着时间的延长略有回落,但与对照组相比仍有显著性差异。研究表明:BaP对褐菖鲉CYP1A1具有较强的诱导作用。一定质量浓度的BaP注射于褐菖鲉不同的时间后,能诱导褐菖鲉活体EROD酶活性、CYP1A1基因m RNA表达及蛋白表达,并随着时间的延长呈现先诱导后抑制的趋势。这说明BaP作为诱导剂对CYP1A1酶活性和蛋白表达的作用机制可能与调控CYP1A1的转录水平有关。  相似文献   

A Long Way to Go: Collective Paths to Racial Justice in Geography     

Caroline Faria  Bisola Falola  Jane Henderson  Rebecca Maria Torres 《The Professional geographer》2019,71(2):364-376

Despite decades of recognition and worry about diversity, our discipline remains persistently white. That is, it is dominated by white bodies and it continues to conform to norms, practices, and ideologies of whiteness. This is a loss. At best, it limits the possibilities and impact of our work as geographers. At worst, it perpetuates harmful exclusions in our discipline: its working environments, its institutions, and its knowledge production. This remains deeply concerning for many geographers, and there has been important research, commentary, and institutional activity over the years. Yet, research shows us that little meaningful progress has been made. We know that mentoring is one vital part of the journey toward change. As such, we reflect here on our experience developing a research collective built on a transformative mentoring practice. We outline the key challenges, strategies, and tentative successes of the collective in supporting women of color undergraduate, graduate, and faculty geographers, arguing that such feminist formations are a vital part of the path to intellectual racial justice in our field. Key Words: diversity, feminist geography, higher education, mentoring, race.  相似文献   

南海南部次表层叶绿素a质量浓度最大值及其影响因子*     

廖秀丽  戴明  巩秀玉  刘华雪  黄洪辉 《热带海洋学报》2018,37(1):45-56

文章分析了2013年南海南部4个季节航次的叶绿素a (Chl a)调查数据, 结果显示: 150m以浅水柱Chl a质量浓度均值分别为早春0.14mg•m^-3、初夏0.12mg•m^-3、初秋0.18mg•m^-3、初冬0.16mg•m^-3。早春和初夏偏低的原因与早春风速小, 初夏水温高, 不利于水体的垂直混合, 限制了深层海水中丰富的营养盐向上层水体补充有关。4个季节中海水次表层Chl a质量浓度最大值层(SCML)均出现在50m和75m, 这两个水层的Chl a质量浓度差异小, 季节变化不大, 平均值变化范围分别为0.24~0.26mg•m^-3和0.22~0.26mg•m^-3。受混合层深度和温跃层上界深度的共同影响, 50m水层Chl a质量浓度主要受制于深层富营养盐海水的向上补充, 75m水层Chl a质量浓度受水温的影响明显。  相似文献   

RP-HPLC法同时测定翅碱蓬中四种黄酮化合物的含量     

郭丽霞  宁寰宇  曹苇  李慧  孔亮  谭成玉 《海洋科学》2020,44(4):111-115

建立RP-HPLC(反相高效液相色谱法)同时测定翅碱蓬中四种黄酮化合物-芸香苷、槲皮素3-β-D-葡萄糖苷、水仙苷和槲皮素的含量。采用Kromasil C18色谱柱(4.6 mm×250 mm,5μm),检测波长为361nm,柱温为30℃,流动相为甲醇-0.4%冰乙酸(55︰45),流速1.0mL/min,四种黄酮类化合物得到很好的分离。芸香苷、槲皮素3-β-D-葡萄糖苷、水仙苷和槲皮素浓度均为0.001~0.01 mg/mL范围内呈现良好线性关系,相关系数R2在0.9990~0.9996,加标回收率(n=3)范围为82.39%~99.03%。该方法简单、快速、高效,可以用于翅碱蓬中四种黄酮化合物的含量分析。  相似文献   

轻量版青藏铁路数字路基仿真平台设计与开发   总被引：3，自引：3，他引：0  

盖迎春  郭建文  冯敏  尚庆生 《冰川冻土》2006,28(2):235-239

建立青藏铁路地理信息系统和数字路基的目标是对青藏铁路工程实验数据、观测数据以及各种专题数据和DEM数据进行管理和维护,形成以基础地理数据为依托,能够进行多时相、多维空间表达的虚拟铁路.介绍了该系统的设计理念、系统集成、系统功能和数据项目.该平台利用GIS组件技术和C#.Net开发工具,结合地理信息系统、遥感、全球定位系统技术、虚拟现实技术和数据库技术等开发而成.为青藏铁路工程建设使用到的数据提供了有效的管理和维护平台.  相似文献   

The 2020/21 Extremely Cold Winter in China Influenced by the Synergistic Effect of La Niña and Warm Arctic     

Fei ZHENG  Yuan YUAN  Yihui DING  Kexin LI  Xianghui FANG  Yuheng ZHAO  Yue SUN  Jiang ZHU  Zongjian KE  Ji WANG  Xiaolong JIA 《大气科学进展》2022,39(4):546-552

In the first half of winter 2020/21,China has experienced an extremely cold period across both northern and southern regions,with record-breaking low temperatures set in many stations of China.Meanwhile,a moderate La Ni?a event which exceeded both oceanic and atmospheric thresholds began in August 2020 and in a few months developed into its mature phase,just prior to the 2020/21 winter.In this report,the mid?high-latitude large-scale atmospheric circulation anomalies in the Northern Hemisphere,which were forced by the negative phase of Arctic Oscillation,a strengthened Siberian High,an intensified Ural High and a deepened East Asian Trough,are considered to be the direct reason for the frequent cold surges in winter 2020/21.At the same time,the synergistic effect of the warm Arctic and the cold tropical Pacific(La Ni?a)provided an indispensable background,at a hemispheric scale,to intensify the atmospheric circulation anomalies in middle-to-high latitudes.In the end,a most recent La Ni?a prediction is provided and the on-coming evolution of climate is discussed for the remaining part of the 2020/21 winter for the purpose of future decision-making and early warning.  相似文献