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新疆尾闾盐湖滨岸盐碱土中碳酸盐的固碳效应及影响因素 被引量:4
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作者 张芳 熊黑钢 张兆永 《农业工程学报》 EI CAS CSCD 北大核心 2019年第2期122-127,共6页
土壤碳酸盐对现代大气CO_2的截存与土壤中的硅酸盐矿物组成、盐基元素供给、有机碳含量等因子密切相关。该文结合土壤理化性质和碳同位素分馏特性,以新疆艾比湖为例,探讨了干旱区尾闾盐湖滨岸盐碱土中碳酸盐的固碳效应和影响因素,研究... 土壤碳酸盐对现代大气CO_2的截存与土壤中的硅酸盐矿物组成、盐基元素供给、有机碳含量等因子密切相关。该文结合土壤理化性质和碳同位素分馏特性,以新疆艾比湖为例,探讨了干旱区尾闾盐湖滨岸盐碱土中碳酸盐的固碳效应和影响因素,研究结果表明:1)土壤碳酸盐是干旱区最重要的碳库,艾比湖滨岸土壤碳酸盐的平均碳密度是有机碳的4.05倍;2)艾比湖滨岸盐碱土中的δ13CSCC介于-7.9‰~0.3‰之间,δ13CSCC与HCO3-存在良好的线性负相关关系,决定系数高达0.669 9,大气碳以重碳酸盐形式存在是次生碳酸盐淀积的关键环节之一;3)土壤δ13CSCC值与硅酸盐矿物阳起石、绿泥石、伊利石存在着良好的线性负相关关系,δ13CSCC值随着富Ca、Mg、Fe矿物的含量增加明显向负向漂移;4)土壤中有机碳含量越高,生物风化过程越强烈时,δ13CSCC负向漂移越大,土壤碳酸盐截存较多大气中的轻碳;当土壤含盐量超过一定程度时,有机过程受到抑制,土壤碳酸盐则截存较多大气中的重碳。因此,干旱区存在着有机-无机耦合固碳效应,提高干旱区植被覆盖,可以增加有机碳库储量,同时,经有机过程分馏转移到土壤中的CO_2可进一步促进土壤硅酸盐矿物风化,使这部分CO_2不再返回大气,而是以碳酸盐形式被长久固存。 展开更多
关键词 土壤 生态 干旱区尾闾盐湖 成土碳酸盐 碳稳定同位素 分馏固碳效应
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天山北麓新人工绿洲扩张过程中的碳库格局变化与碳库迁移 被引量:3
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作者 张芳 熊黑钢 +1 位作者 冯娟 许仲林 《生态学报》 CAS CSCD 北大核心 2017年第23期7862-7871,共10页
基于地面调查数据、气象数据和遥感数据分析了40年来天山北麓新人工绿洲迅速扩张对区域植被和土壤的碳库格局、碳库迁移及碳储量的影响,结果如下:1976-2016年,研究区农田面积占比从3.25%增加到40%以上,沼泽消失,水库干涸,灌丛大幅减少,... 基于地面调查数据、气象数据和遥感数据分析了40年来天山北麓新人工绿洲迅速扩张对区域植被和土壤的碳库格局、碳库迁移及碳储量的影响,结果如下:1976-2016年,研究区农田面积占比从3.25%增加到40%以上,沼泽消失,水库干涸,灌丛大幅减少,土壤盐碱化过程停止,裸盐碱地面积40年里减少近70%,新生草地在裸盐碱地上形成;2016年6月植被有效碳储量约为0.122Tg,比1976年下降了15.7%,成为一个弱的碳源;土壤碳库在干旱地区陆地生态系统碳库中占绝对主导地位,1976年研究区(0-60cm)的土壤有机碳储量为7.814Tg,其中耕地仅占4.2%,1996年土壤有机碳储量比1976年减少12.4%,呈明显碳源特征,到2016年,耕地土壤有机碳储量占比超过50%,总碳储量与1996年相比微降1.2%,土壤碳库重新趋于稳定。其中,裸盐碱地土壤碳库在向耕地、灌丛地、草地土壤碳库的迁移过程中贡献了1.265Tg的碳储量增量,草地土壤碳库在向耕地、灌丛地碳库的迁移过程中贡献了0.894Tg的碳储量增量;若维持现有耕地规模不再进行新的垦荒活动,40a垦荒造成的土壤碳库损失可以逐渐恢复并重新形成碳汇效应。 展开更多
关键词 新人工绿洲扩张 碳库格局变化 碳库迁移 天山北麓
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基于野外VIS-NIR光谱的土壤盐分主要离子预测 被引量:13
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作者 马利芳 熊黑钢 张芳 《土壤》 CAS CSCD 北大核心 2020年第1期188-194,共7页
为明确干旱区土壤盐分主要离子的特征光谱,建立精度高和稳定性好的盐渍土预测模型,以新疆阜康市为研究区域,采用网格法采集55个土壤样本,利用实测VIS-NIR光谱,选择多元线性回归(MLR)、支持向量机(SVM)、随机森林(RF)法构建土壤盐分主要... 为明确干旱区土壤盐分主要离子的特征光谱,建立精度高和稳定性好的盐渍土预测模型,以新疆阜康市为研究区域,采用网格法采集55个土壤样本,利用实测VIS-NIR光谱,选择多元线性回归(MLR)、支持向量机(SVM)、随机森林(RF)法构建土壤盐分主要离子含量反演模型,而后对反演精度进行检验。结果显示:①在0.01显著水平下,土壤盐分与Na^+、Cl^–、Ca^2+含量均呈显著相关,相关系数分别为0.978、0.814、0.645;②综合光谱响应和相关性分析确定土壤盐分主要离子的特征波段为459、537、1381、1386 nm,显著特征波段为459、537 nm;③3种模型拟合效果从高到低依次为RF>MLR>SVM,采用RF所建模型盐分主要离子(Na^+、Cl^–、Ca^2+)R2最高,RMSE最小,RPD最大,分别为2.11、2.03、1.80,为最优预测模型。通过选取土壤主要离子显著特征波段,进而采用RF法构建其估测模型,可以有效提取干旱区土壤盐分的主要离子信息。 展开更多
关键词 土壤 盐分 高光谱 反演 支持向量机 随机森林
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不同干扰程度下土壤有机质空间最优插值法研究 被引量:11
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作者 马利芳 熊黑钢 +3 位作者 孙迪 王宁 叶红云 张芳 《生态学报》 CAS CSCD 北大核心 2019年第19期7153-7160,共8页
选择最优空间插值方法对明确不同干扰程度下干旱区土壤有机质空间分布规律具有重要意义。通过对新疆阜康市土壤采样分析,分别运用普通克里格法(Ordinary Kriging,OK)、反距离权重法(inverse distance weight,IDW)、径向基函数法(radial ... 选择最优空间插值方法对明确不同干扰程度下干旱区土壤有机质空间分布规律具有重要意义。通过对新疆阜康市土壤采样分析,分别运用普通克里格法(Ordinary Kriging,OK)、反距离权重法(inverse distance weight,IDW)、径向基函数法(radial basis function,RBF)、局部多项式法(local polynomial,LPI)4种插值方法,描述不同人为干扰程度下干旱区土壤有机质空间分布特征,以探讨其最优空间插值方法。结果表明:①随干扰程度增加,土壤有机质含量降低,空间变异性由弱到中等,变异系数由9.27%增加至28.7%;同时,土壤有机质空间自相关性逐渐降低,从无人为干扰区、人为干扰区到重度人为干扰区分别呈强烈、中等、弱相关关系,即干扰程度越强受随机因素作用越大。②虽然4种方法的插值精度均随干扰程度的增强而降低。但OK法在空间结构性较强的无人为干扰区插值效果最好,R2为0.625;在人为干扰区及重度人为干扰区RBF法的插值精度均最高,R^2分别为0.562和0.434。该结果为寻找适合于不同干扰程度下干旱区土壤有机质的空间插值方法提供一定的科学参考。 展开更多
关键词 干扰程度 土壤 有机质 最优插值
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BPNN对不同人为活动区域的盐渍土Na^+高光谱估测 被引量:5
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作者 田安红 付承彪 +1 位作者 熊黑钢 赵俊三 《水土保持研究》 CSCD 北大核心 2020年第2期364-369,共6页
土壤盐分阳离子Na^+在盐渍土的形成过程中起着重要作用,以新疆无人为活动(A区)和有人为活动(B区)区域的土壤为研究对象,采集野外高光谱和土壤0—20 cm样本,化验Na^+含量,利用BP神经网络(BPNN)、偏最小二乘(PLSR)和逐步多元回归(SMLR)模... 土壤盐分阳离子Na^+在盐渍土的形成过程中起着重要作用,以新疆无人为活动(A区)和有人为活动(B区)区域的土壤为研究对象,采集野外高光谱和土壤0—20 cm样本,化验Na^+含量,利用BP神经网络(BPNN)、偏最小二乘(PLSR)和逐步多元回归(SMLR)模型对比分析Na^+的高光谱估测,并力图解释Na^+在不同人为活动区域的估算精度机理。结果表明:Na^+在A区和B区的4种阳离子(Ca^2+,Mg^2+,K^+,Na^+)中,所占比例最高分别为48.4%和62.3%,均值最大分别为1.590,2.148。对原始(R)和倒数(1/R)两种光谱变换进行一阶与二阶微分预处理,提取出相关系数通过0.05检验的波段为特征波段,3种建模方法在两个研究区域中共有24种模型,且1/R在二阶微分处的BPNN模型均是A区和B区的最佳预测模型,分别迭代19次和9次时精度满足要求。相对分析误差RPD、决定系数R2和均方根误差RMSE在A区分别为2.4616,0.8609,0.3501,在B区分别为2.1698,0.8006,0.8035。BPNN对Na^+离子的预测能力很好,PLSR的预测能力一般,SMLR的预测能力很差。研究成果可为改良干旱区的盐渍化土壤提供科学依据。 展开更多
关键词 盐渍土 Na^+离子 微分处理 BP神经网络 野外高光谱
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基于BP神经网络的不同人为干扰强度下盐渍土SO42-定量分析 被引量:4
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作者 田安红 付承彪 +1 位作者 熊黑钢 赵俊三 《中国生态农业学报(中英文)》 CAS CSCD 北大核心 2020年第2期296-304,共9页
SO^2-4是盐渍土阴离子中的主要离子,但目前针对不同人为干扰区域土壤中SO^2-4反演研究却鲜有报道。土壤高光谱与土壤某元素间的关系表现为非线性,传统线性偏最小二乘模型(PLSR)对土壤元素的反演精度有限。本文以新疆昌吉回族自治州境内... SO^2-4是盐渍土阴离子中的主要离子,但目前针对不同人为干扰区域土壤中SO^2-4反演研究却鲜有报道。土壤高光谱与土壤某元素间的关系表现为非线性,传统线性偏最小二乘模型(PLSR)对土壤元素的反演精度有限。本文以新疆昌吉回族自治州境内不同人为干扰区域的盐渍化土壤为研究对象,以土壤的野外高光谱和SO24含量为数据源,对原始(R)和对数(LogR)变换后的高光谱分别进行0阶、一阶和二阶微分预处理,选择通过0.05显著性水平的波段为敏感波段,将敏感波段对应的高光谱反射率作为非线性BP神经网络模型的输入变量,并设定BP的隐藏节点为300,学习速率为0.01,最大迭代次数为1000,训练函数为trainscg。从SO24的真实值与预测值的散点图、拟合效果图和BP训练过程3个方面,定量分析无人为干扰(A区)和有人为干扰(B区)土壤SO24含量,并与PLSR对比预测精度。仿真显示,A区二阶微分后的BP预测精度优于一阶微分,而B区一阶微分后的BP预测精度优于二阶微分。且不论在A区还是B区,LogR光谱变换的反演精度均优于R。最佳BP模型的相对预测性能(RPD)、决定系数(R^2)、均方根误差(RMSE)和迭代次数,在A区分别为3.309、0.906、0.253和8次,在B区分别为2.234、0.844、0.786和45次,表明BP对A区SO24的预测能力非常强(RPD>2.5),对B区SO24的预测能力较强(RPD为2.0~2.5)。而在A区和B区两种光谱变换的一阶和二阶微分中,PLSR的RPD值均在1.4与1.8之间,其预测性能一般;在B区的0阶微分中,PLSR的RPD值均小于1.0,其不能对SO24进行预测。因此,BP模型能对不同人为干扰区域的SO^2-4进行有效的定量分析。 展开更多
关键词 盐渍土 人为干扰区域 SO^2-4含量 BP神经网络模型 光谱变换
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Influence of tourist disturbance on soil properties, plant communities, and surface water quality in the Tianchi scenic area of Xinjiang, China 被引量:3
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作者 WEN Bin ZHANG Xiaolei +2 位作者 YANG Zhaoping xiong heigang QIU Yang 《Journal of Arid Land》 SCIE CSCD 2016年第2期304-313,共10页
The impact of tourist disturbance on the environment has become a focal issue of environmental science, ecology, and travel management studies. To assess the influence of tourist disturbance on soils and plants in the... The impact of tourist disturbance on the environment has become a focal issue of environmental science, ecology, and travel management studies. To assess the influence of tourist disturbance on soils and plants in the Tianchi scenic area of Xinjiang, China, we compared soil properties and plant community characteristics at 0, 5, 10, and 20 m from the tourist trail within areas at three different altitudes, where the intensities of tourist disturbance are distinct. Surface water quality was also studied at three different levels relative to the Tianchi Lake. The results showed that tourist disturbance significantly increased soil pH within 10 m from the trail and soil bulk density on the edge of the trail, but significantly reduced soil organic matter and total nitrogen contents within 5 m from the trail. The number of tree seedlings on the edge of the trail and the shrub coverage and height of herbaceous plants within 5 m from the trail significantly decreased due to tourist disturbance. Changes in herbaceous plant diversity differed by soil zones. In the high altitude region, tourist disturbance led to a remarkable increase in the herbaceous plant diversity on the edge of the trail, while in the low altitude region, tourist disturbance had a low impact on the diversity of herbaceous plants. In addition, tourist activities polluted the surface water, significantly reducing water quality. Thus, current tourist activities have a significant negative impact on the ecological environment in the Tianchi scenic area. 展开更多
关键词 tourist disturbance soil properties plant communities water quality Tianchi scenic area
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不同区域的土壤中硝态氮含量的反演模型
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作者 田安红 杨丽华 +4 位作者 崔丽梅 付承彪 赵俊三 熊黑钢 于龙 《实验技术与管理》 CAS 北大核心 2020年第4期51-56,共6页
以新疆阜康不同程度人类干扰下的土壤为研究对象,探讨高精度的硝态氮含量的反演模型。测量土壤样品的室外高光谱数据和通过化学分析获取硝态氮含量,并对原始土壤高光谱进行一阶导数和二阶导数变换,以通过0.01显著性水平的波段作为敏感波... 以新疆阜康不同程度人类干扰下的土壤为研究对象,探讨高精度的硝态氮含量的反演模型。测量土壤样品的室外高光谱数据和通过化学分析获取硝态氮含量,并对原始土壤高光谱进行一阶导数和二阶导数变换,以通过0.01显著性水平的波段作为敏感波段,利用BP神经网络和逐步多元回归模型(SMLR)建立8个硝态氮含量的定量估测模型。仿真结果表明:与SMLR相比,BP模型能显著提升2种土壤中的硝态氮含量的反演精度。尤其是原始高光谱数据经过一阶导数变换后的BP模型精度最高,能对硝态氮含量进行精确的预测,其在无人类干扰区域的土壤测试集中的相对分析误差(RPD)为2.884,决定系数(R2)为0.874;在有人类干扰区域的土壤测试集中的RPD为2.226,R2为0.929。SMLR模型在2种土壤中的RPD值均在1.1左右,说明基于SMLR模型对硝态氮含量的预测能力很差。 展开更多
关键词 不同程度人类干扰土壤 硝态氮含量 高光谱 BP神经网络模型
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Identifying the influence of urbanization on soil organic matter content and p H from soil magnetic characteristics 被引量:4
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作者 YANG Han xiong heigang +2 位作者 CHEN Xuegang WANG Yaqi ZHANG Fang 《Journal of Arid Land》 SCIE CSCD 2015年第6期820-830,共11页
Soil magnetic characteristics are correlated with soil p H and organic matter content. Analyzing soil magnetic characteristics, organic matter content and p H can indirectly evaluate soil pollution caused by human act... Soil magnetic characteristics are correlated with soil p H and organic matter content. Analyzing soil magnetic characteristics, organic matter content and p H can indirectly evaluate soil pollution caused by human activities. This study analyzed the soil magnetic characteristics, organic matter content and p H in surface soil samples from different land use types in Shihezi city, a newly and rapidly developing oasis city in Xinjiang of China. The aims of this study were to explore the possible relationships among the soil magnetic parameters and thereby improve the understanding of influence of urbanization on soil properties. Eighty surface soil samples at the depth of 0–10 cm were collected from 29 July to 4 August 2013. The results showed that the magnetic minerals in surface soil were dominated by ferromagnetic minerals. Spatially, the magnetic susceptibility(χLF), anhysteretic remanent magnetization susceptibility(χARM), saturation isothermal remanent magnetization(SIRM) and "soft" isothermal remanent magnetization(SOFT) were found to be most dominant in the new northern urban area B(N-B), followed by built-up areas(U), suburban agricultural land(F), and then the new northern urban area A(N-A). The values of χLF, χARM, SIRM and SOFT were higher in the areas with high intensities of human activities and around the main roads. Meanwhile, the property "hard" isothermal remanent magnetization(HIRM) followed the order of U〉N-B〉F〉N-A. Built-up areas had an average p H value of 7.93, which was much higher than that in the new northern urban areas as well as in suburban agricultural land, due to the increased urban pollutant emissions. The average value of soil organic matter content in the whole study area was 34.69 g/kg, and the values in the new northern urban areas were much higher than those in the suburban agricultural land and built-up areas. For suburban agricultural land, soil organic matter content was significantly negatively correlated with χLF, and had no correlation with other magnetic parameters, since the soil was frequently ploughed. In the new northern urban areas(N-A and N-B), there were significant positive correlations of soil organic matter contents with χARM, SIRM, SOFT and HIRM, because natural grasslands were not frequently turned over. For the built-up areas, soil organic matter contents were significantly positively correlated with χLF, χARM, SIRM and SOFT, but not significantly correlated with frequency-dependent susceptibility(χFD, expressed as a percentage) and HIRM, because the soil was not frequently turned over or influenced by human activities. The results showed that soil magnetic characteristics are related to the soil turnover time. 展开更多
关键词 environmental magnetism surface soil p H soil organic matter content
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THE ORIGIN AND CHARACTERISTICS OF THE GLACIAL DEBRIS FLOW IN THE DUKU HIGHWAY OF TIANSHAN MOUNTAINS, CHINA
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作者 xiong heigang Liu Gengnian +1 位作者 Cui Zhijiu Song Changqing 《Chinese Geographical Science》 SCIE CSCD 1996年第3期282-288,共7页
Debris flow is one of the most serious natural hazards in the TianshanMountains. According to trigger agent, the debris flow can be divided into stormtype which is caused by flood, and glacial type which is caused by ... Debris flow is one of the most serious natural hazards in the TianshanMountains. According to trigger agent, the debris flow can be divided into stormtype which is caused by flood, and glacial type which is caused by flood from meltingof snow and glacier in hot weather. At present, debris flow causes damage mainly totransportation, sometimes to mining and residents in mountainous area. The catastrophic process and the forming condition of the debris flow show regional regularity,therefore, the research of its distribution, processes, and environmental condition isuseful in mitigating the natural hazard. 展开更多
关键词 DEBRIS flow natural HAZARD TIANSHAN MOUNTAINS
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基于CWT的人类不同程度干扰下干旱区土壤有机质含量估算研究 被引量:11
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作者 叶红云 熊黑钢 +2 位作者 张芳 王宁 马利芳 《激光与光电子学进展》 CSCD 北大核心 2019年第5期107-116,共10页
为了研究人类干扰活动对土壤有机质含量的影响以及提高干旱区土壤有机质估算精度,以新疆北部阜康市的土壤为研究对象,对90个采样点的高光谱曲线分别进行连续小波变换(CWT),并与两种常用光谱变换R′、lg(1/R)进行对比。结果表明,随着人... 为了研究人类干扰活动对土壤有机质含量的影响以及提高干旱区土壤有机质估算精度,以新疆北部阜康市的土壤为研究对象,对90个采样点的高光谱曲线分别进行连续小波变换(CWT),并与两种常用光谱变换R′、lg(1/R)进行对比。结果表明,随着人类干扰程度的增加,土壤有机质的空间变异性随之增强;常用光谱变换中,Ⅰ、Ⅱ、Ⅲ区R′与土壤有机质所建立的偏最小二乘决定系数模型R^2均高于R、lg(1/R);经过CWT变换后所建模型精度更高,验证模型精度R^2分别为0.717、0.689、0.630,与R所建模型的R^2相比最大分别提高了0.382、0.4、0.389,且相对分析误差分别达到2.150、2.090、2.013,均能很好地预测土壤有机质含量,说明利用CWT不会因人类干扰程度的提高而使模型精度大幅度降低,更加适用于干旱区有机质含量的预测。 展开更多
关键词 成像系统 土壤有机质 野外高光谱 连续小波变换 人类干扰活动
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受扰土壤全量氮磷钾的光谱反演 被引量:1
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作者 刘靖朝 熊黑钢 +3 位作者 何旦旦 乔娟峰 郑曼迪 段鹏程 《中国沙漠》 CSCD 北大核心 2019年第2期53-61,共9页
选取无人为干扰区、人为干扰区共55个土壤样品测定全氮磷钾含量,结合实测光谱的微分变换建立预测模型,并筛选出不同人为干扰下最优模型。结果表明:人类活动造成土壤全氮磷钾含量降低,数据集中程度和分布状态均发生变化。无人为干扰区以... 选取无人为干扰区、人为干扰区共55个土壤样品测定全氮磷钾含量,结合实测光谱的微分变换建立预测模型,并筛选出不同人为干扰下最优模型。结果表明:人类活动造成土壤全氮磷钾含量降低,数据集中程度和分布状态均发生变化。无人为干扰区以二阶微分建立的全氮、全钾含量预测模型和全磷以对数的倒数一阶微分建立的模型建模集r^2均超过0.9,检验集相对分析误差(RPD)均大于2.0,预测效果最佳。人为干扰区以倒数一阶微分建立的全氮、全磷含量预测模型不仅RPD>2.0,而且r^2> 0.92,也达到极好水平。入选RPD> 2预测模型的敏感波段中,无人为干扰区均位于可见光近红外波段,而人为干扰区则在近红外波段。这为今后提高全氮磷钾含量预测精度提供了新视角。 展开更多
关键词 人为干扰 无人为干扰 全氮 全磷 全钾
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基于宽波段与窄波段综合光谱指数的土壤有机质遥感反演 被引量:4
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作者 郑曼迪 熊黑钢 +1 位作者 乔娟峰 刘靖朝 《激光与光电子学进展》 CSCD 北大核心 2018年第7期451-459,共9页
对比基于宽波段、窄波段建立的土壤有机质(SOM)含量的预测模型以及空间格局分布的差异性,采用地面高光谱测量和土质分析验证利用卫星遥感数据监测土壤基本生态参数的可行性。以天山北麓的土壤为研究对象,运用宽波段、窄波段两种方式计... 对比基于宽波段、窄波段建立的土壤有机质(SOM)含量的预测模型以及空间格局分布的差异性,采用地面高光谱测量和土质分析验证利用卫星遥感数据监测土壤基本生态参数的可行性。以天山北麓的土壤为研究对象,运用宽波段、窄波段两种方式计算实测光谱反射率的综合光谱指数,与无人干扰区、人为干扰区的有机质进行相关性分析以及主成分分析,以相关系数和特征向量值都较优的综合光谱指数作为自变量,使用多元线性回归模型(MLR)以及偏最小二乘回归模型(PLSR)分别建立了无人干扰区及人为干扰区宽、窄波段的SOM高光谱预测模型,并进行模型验证、对比与优选,最后基于最佳模型对研究区进行SOM含量的空间格局反演和分析。结果显示,通过有机质与盐分指数、植被指数的相关性分析和主成分分析,挑选出了无人干扰区窄波段的盐分指数2(SI2)、盐分指数3(SI3)和比值植被指数(RVI)、归一化植被指数(NDVI)以及宽波段的盐分指数1(SI1)、SI2和RVI、NDVI,人为干扰区窄波段的SI1、SI3和RVI、NDVI以及宽波段的SI1、SI2、重归一化植被指数(RDVI),以此为自变量建立有机质含量的MLR以及PLSR模型。通过对比所建模型的精度可知,无论是无人干扰区还是人为干扰区,有机质预测模型精度最高的均是窄波段的PLSR模型,可决定系数、相对分析误差分别为0.753、2.01和0.819、2.14。基于以上的最佳模型对研究区的SOM含量进行空间反演与分析可知:无人干扰区的有机质质量分数集中在小于10×10-3范围内,呈现出中间低、四周高的趋势;而人为干扰区有机质的质量分数集中在10×10-3~15×10-3范围内,呈现出西南、东北低,中北部高的趋势。 展开更多
关键词 遥感 反演 宽波段 窄波段 综合光谱指数
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Spatiotemporal characteristics of cultural sites and their driving forces in the Ili River Valley during historical periods 被引量:6
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作者 WANG Fang YANG Zhaoping +7 位作者 LUAN Fuming xiong heigang SHI Hui WANG Zhaoguo ZHAO XingYou QIN Wenmin WU Wenjie LI Dong 《Journal of Geographical Sciences》 SCIE CSCD 2015年第9期1089-1108,共20页
This study applies ArcGIS to analyze the spatiotemporal distribution of cultural sites in the Ill River Valley in northwestern China. It explores relationships between the sites' spatiotemporal evolutionary character... This study applies ArcGIS to analyze the spatiotemporal distribution of cultural sites in the Ill River Valley in northwestern China. It explores relationships between the sites' spatiotemporal evolutionary characteristics, human history, and the natural environment. The results indicate that the numbers and proportions of the sites, and the frequency of their oc- currence, exhibited an inverted V-shaped change trend during six historical periods. The "high in the east and low in the west" spatial distribution pattern of the first three periods shifted to the one the "high in the west and low in the east" during the latter three periods, demonstrating a change in the spatial center of gravity of human activities. The sites were mainly distributed on slopes of grades 1-5, with their proportions increasing from 75% during the Spring and Autumn Period (770 BC-476 BC)-Qin Dynasty (221 BC-207 BC) to 93.75% during the Qing Dynasty-Modern period. The concentrated distribution of site elevations shifted from grades 4-8 during the Spring and Autumn Period-Qin Dynasty, and the Western Han (206 BC-8)-Southern and Northern Dynasties (420-589), to grades 1-4 during the latter three periods. The number of sites showed a shifting trend from high-elevation mountains and hills to low-elevation plains, and from high slopes to low slopes. In particular, the sites exhibited a special "moist" evolutionary pattern of migration from middle and upstream areas to downstream areas, as opposed to the migration pattern of sites located in typical arid areas. The study also considered factors influencing the distribution and spatiotemporal evolution of cultural sites, notably, human factors and natural factors. 展开更多
关键词 Ili River Valley historical periods cultural sites spatiotemporal distribution driving forces
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Formation and evolution of sand deserts in Xinjiang, Northwest China: I. Provenances of desert sands 被引量:3
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作者 ZHU Bingqi YU Jingjie +3 位作者 QIN Xiaoguang Patrick RIOUAL LIU Ziting xiong heigang 《Journal of Geographical Sciences》 SCIE CSCD 2014年第1期177-190,共14页
Sandy desert landscape is a geological product of arid climate and abundant sand materials supply in natural conditions, therefore the formation of sandy desert is an ideal studying object for understanding the intera... Sandy desert landscape is a geological product of arid climate and abundant sand materials supply in natural conditions, therefore the formation of sandy desert is an ideal studying object for understanding the interaction between various stratigraphic/epigenetic spheres of the earth system. However, until now, the knowledge about the provenance and formation of these deserts in Xinjiang, Central Asia is diverse and inconsistent, a systematic review is necessary. Ancient aeolian sand sediments in the internal areas of these deserts and their twin dust deposits in the Cenozoic strata surrounding the Xinjiang deserts are direct and indirect clues reflecting the provenance of sand materials and the formation and evolution of deserts. Based on the geochemical, mineralogical and isotopic evidences of desert sands and relevant deposits in the peripheral regions, this paper reviews the research progress on the development of the sandy deserts in Xinjiang, Northwest China. Many proofs proposed that desert sands in Xinjiang were mainly sourced from the ancient pluvial, alluvial and fluvial sediments and were eventually achieved because of the local sand supply. It pointed out that the settings of tectonic structure in Xinjiang had made sediments both in the Tarim Basin and the Junggar Basin being influenced greatly by regional hydrological system and aeolian processes originated from the planetary wind system of westerly, the East Asian winter monsoon and the topographical mountain-valley winds. However, the directions of transpor- tation paths are different between the hydrological dynamics and the aeolian dynamics, which are decided by the slantwise structures of the basins tectonics and the regional atmospheric circulation routes, respectively, and have determined anisotropies of the transport pathway of these sediments delivered by different agents. This results in a geological cycle of detrital sediment transportation in the two large sediment mixing, alternation and recycle basins and thus largely increases the degree of between younger and older sediment sources, as well as the complexity and diversity of sand provenances. 展开更多
关键词 sandy desert PROVENANCE hydrodynamic and aeoliandynamic agents sediment transportation XINJIANG
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Formation and evolution of sand deserts in Xinjiang, Northwest China:II. The palaeo-environmental reconstruction 被引量:1
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作者 ZHU Bingqi YU Jingjie +3 位作者 QIN Xiaoguang Patrick RIOUAL ZHANG Yichi xiong heigang 《Journal of Geographical Sciences》 SCIE CSCD 2014年第3期539-559,共21页
Based on the palaeoclimatic and palaeoenvironmental evidences of geological history and human history periods, this paper reviews the researches and progresses on the development of the sandy deserts in Xinjiang. It p... Based on the palaeoclimatic and palaeoenvironmental evidences of geological history and human history periods, this paper reviews the researches and progresses on the development of the sandy deserts in Xinjiang. It pointed out that the features of tectonic structure in Xinjiang had made both the Tarim Basin and the Junggar Basin being influenced greatly by the foehn effects originated from the planetary wind system of westerly, the East Asian ocean-continental monsoon and the topographical mountain-valley winds. The regional patterns of climate and environment since the Quaternary were characterized by the overall persistent drought accompanied by fluctuations in the secondary scale. Formations of aeolian sediments in the basins and at the margins are a potential response to global climate change, particularly the aridification of the Asian hinterland deduced by the uprising of the Tibetan Plateau and its surrounding highlands. For the question about the formation time of the Tak- lamakan Desert, because the research methods, objects and information carriers used in previous studies are different, there are many disputes in the academic circles at present. Evidences from aeolian deposits/rocks at the edge and in the hinterland of these sandy de- serts and their chronological data indicate that an arid climate and land surface aeolian processes have occurred at the edge of the Tarim Basin and its hinterland areas since the Tertiary period. However, the duration time of these processes at mass scale should have begun after the middle Pleistocene and lasted to the Holocene. Occurrence of dune fields in recent 2000 years in the oasis areas should be greatly influenced by human factors. 展开更多
关键词 sandy desert TERTIARY QUATERNARY ancient aeolian sediment palaeoclimate change XINJIANG
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