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    28 December 2018, Issue 6
    Integrated Management and A dministration
    Challenges and Opportunities of China’s Forestry Foreign Aid Programs under the Belt and Road Initiative
    GU Yali, LU Wenming, YU Yue, CHEN Jie
    2018,(6):  1-6.  doi:10.13466/j.cnki.lyzygl.2018.06.001
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    The Belt and Road Initiative is an important approach China has proposed to facilitate the economic transformation and promote the building of a community with a shared future for mankind.It is a natural extention of the existing opening-up and international cooperation in the new era.China’s forestry foreign aid,as a component of China’s overall foreign aid programs,assumes the task and responsibility to advocate China’s ecological progress and green development along with the mission of implemeting the Belt and Road Initiative.This paper,based on its overview of China’s forestry foreign aid principles,aims and approaches,has analyzed and assessed the chances and challenges in China’ forestry foreign aid programs under the Belt and Road Initiative and has accordingly presented suggestions.

    The Risk Identification and Analysis for the Source of FSC Controlled Wood of Fujian Province
    LIU Danping, WU Lianbei, WANG Hongchun, LI Jianfei, SHI Xiaochun, CHEN Xinwang, ZHENG Dexiang, LIU Fuhui, ZHENG Shujuan
    2018,(6):  7-12.  doi:10.13466/j.cnki.lyzygl.2018.06.002
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    The controlled wood is an extension of global demand from forest certification,which has become the important source of import and export of forestry products.Fujian Province is a major province of import and export of forestry products.The importance and impact have become increasingly apparent for forestry products market.The paper intends to start from the aspect of forest resources management laws and rules,combines with the current situation of wood production,and analyzes the risks such as the illegally harvested wood,the wood harvested in violation of traditional and human rights,the wood from forests in which high conservation values are threatened by management activities,the wood from forests being converted to plantations or non-forest use and the wood from forests in which genetically modified trees are planted.The results show that,nowadays,the risk for wood production and management is low.In this paper,some suggestions are made for the management of controlled wood to provide a theoretical basis for the sustainable development of forestry in Fujian Province.

    Analysis on Dynamic Changes of the Forest Resources in Saihanba Mechanized Forest Farm
    CHANG Weiqiang
    2018,(6):  13-17.  doi:10.13466/j.cnki.lyzygl.2018.06.003
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    Based on forest resource inventory data in Saihanba Mechanized Forest Farm,forest resource quality,distribution pattern,and dynamic changes in forest area and volume were analyzed.The results showed from 1989 to 2017,both area and volume of forest resources in study area increased steadily. Saihanba obtained 6.1×104 hm2 and 7.52×106 m3 of the net increase in forest area and volume,respectively. The area proportions of young,mid-aged and near mature forests were almost equal,indicating age class structure was gradually reasonable. From the change of tree species structure,Larix principis-rupprechtii was in the dominant position,and the area propotion of Pinus sylvestris var.mongolica and Picea asperata also increased. Based on management problems of plantations and natural secondary forests in the study area,some measures and suggestions were presented.

    The Achievements,Problems and Countermeasures of Forest Insurance in Guangdong Province
    ZHENG Bin, GAO Lan
    2018,(6):  18-22.  doi:10.13466/j.cnki.lyzygl.2018.06.004
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    Since the pilot of the central financial forest insurance premium subsidy started in 2011,Guangdong forest insurance has achieved leap-forward development.In the initial exploration and practice of five years,Guangdong has gradually established a development mechanism of “government guidance and market operation”,further improved the forestry modernization risk management system,and enhanced the forestry risk resilience in many aspects.However,existing forest insurance still has certain defects in system formulation,product design and organizational system construction.Facing the development requirements of “expanding coverage and improving quality” in the new stage,it is urgent to improve the compliance of forest insurance products with market demand,optimize government financial subsidy policies and establish a standardized forest insurance organization system.

    Scientific Research
    Overall Asset Valuation of Timber Forest under the Forest Harvest Quota System
    DONG Min, CHEN Pingliu, ZHANG Guofang
    2018,(6):  23-29.  doi:10.13466/j.cnki.lyzygl.2018.06.005
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    Large-scale overall asset transfer of timber forest becomes the main type of collective forest property transfer under the background of encouraging scale operation,calculating and applying forest harvest quota by independent forestry operators.Based on the characteristic of output and input of overall asset of timber forest under the control of forest harvest quote,this paper proposes the method for overall asset valuation of timber forest,and empirically calculates economic value of overall timber forest asset combining with the latest forest harvest quota policy.The result of this paper could be used for economic value appraisal of overall collective timber forest asset transfer,makes the valuation more reasonable and realistic.

    Analysis on the Spatial-temporal Variation of NDVI in the Manas River Watershed of Xinjiang from 2001 to 2017
    XUAN Junwei, SHENG Jiandong
    2018,(6):  30-37.  doi:10.13466/j.cnki.lyzygl.2018.06.006
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    Based on the MOD13Q1 dataset from 2001 to 2017 in the Manas River Watershed,the spatial-temporal variation of NDVI and the main driving factors were analyzed by using the methods of linear regression and correlation analysis.The results showed that the annual NDVI of the Manas River Watershed significantly increased in the past 17 years,especially in the seasons of summer and autumn with increment magnitudes at 0.006 2,0.004 0 per year,respectively.However,the annual NDVI in spring and winter did not show significant increase trends.The annual NDVI of cropland showed a very significant increase in summer,and the annual NDVI of grassland showed a significant growth trend in both summer and autumn,but with a lower rate than that of cropland.Meanwhile,the annual of forest land and bare land did not show increase trend in four seasons.Spatially,there is heterogeneity in the trend of NDVI change.The NDVI in the central part of the basin showed the most significant increase.The annual of NDVI per unit area of grassland,forest land,and bare land were mainly driven by rainfall,but it has no significant relationship with temperature.However,there was no correlation between the overall annual NDVI of the Manas River Watershed and climate factors.The cropland in the study area increased rapidly during 2001—2017.The area of cropland showed a significant positive correlation with the annual NDVI in the growing season.As a result,it was evident to conclude that the vegetation change in this region was mainly affected by human activities.

    Estimation of Aboveground Biomass of Arbor Forest Based on Landsat 8 Image
    REN Yi, WANG Haibin, XU Dengping
    2018,(6):  38-44.  doi:10.13466/j.cnki.lyzygl.2018.06.007
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    With the Landsat 8 image and 96 field survey data in Zhejiang Province as the data source,the vegetation indices,texture features,terrain factors were extracted and optimized,and the preferred variables were selected.The factors were grouped into two sets of independent variables:vegetation indices,vegetation indices+ texture features.The least squares regression method was used to construct the aboveground biomass estimation model of arbor forest,and the estimation results were compared and analyzed.The results show that in the constructed models,the model accuracy of vegetation indices + texture features set is better than the model constructed by the vegetation indices set.The result indicates that the texture features of the multispectral bands have the effect of improving the model estimation accuracy.In addition,the variable screening method adopted in this paper takes into account the correlation between variables and the collinearity problem,which can improve the stability of the constructed model.

    Evaluation of Ecological Vulnerability of Yijinhuoluo Banner Based on AHP
    YAN Shiwei, JIANG Liwei, ZHANG Yueying
    2018,(6):  45-49.  doi:10.13466/j.cnki.lyzygl.2018.06.008
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    Based on the analytic hierarchy process (AHP),the ecological vulnerability assessment of Yijinhuoluo Banner region in Inner Mongolia was carried out.The DEM data with SRTM 30m resolution and landsat 8 remote sensing images in July 2017 were used to obtain the four evaluation indexes of altitude,slope,vegetation coverage and soil erosion modulus.The factor weight was determined by analytic hierarchy process (AHP),and the ecological vulnerability index was calculated to determine the ecological vulnerability zones.The results showed that the general area accounted for 6.78%,mainly distributed in the central and southern water aggregation region;The area of low-degree vulnerable areas accounts for 68.53%,mainly distributed in the east,south,northeast and west-central regions.The area of moderate vulnerable areas accounts for 24.29%,mainly distributed in the northern,western and northeastern parts of Yijinhoro Banner.Severe vulnerable areas accounted for only 0.4% of the total area.In the rainy season,attention should be paid to the prevention of soil erosion and mountain flood disasters in ecologically fragile areas,while in the dry season,attention should be paid to the prevention of wind,sand fixation and cold wave damage.

    Temporal and Spatial Variation Characteristics of Vegetation Cover on the Northern Slope of Daxing'anling Based on MODIS NDVI
    BA Yindelehei, BAO Xiang, ZHOU Mei, ZHAO Pengwu, SHI Liang, HAO Liangjie
    2018,(6):  50-56.  doi:10.13466/j.cnki.lyzygl.2018.06.009
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    With the northern slope of Daxing'anling as the research object,the spatial and temporal changes of vegetation index in the region over the past 10 years were analyzed by using MODIS/NDVI data from 2000 to 2009.The results showed that the vegetation index on the northern slope of Daxing'anling was the lowest on the monthly scale,the highest in March,and the peak from July to August.The seasonal variation was obvious,the summer vegetation index was the highest,and the winter vegetation index was the smallest.The spring warm temperature promoted the vegetation growth.The annual average vegetation index varies from 0.43 to 0.49.The temperature and precipitation have positive feedback on the annual vegetation index change within a certain interval.There is a significant difference in spatial distribution.The average vegetation index of the whole study area is 0.46.The vegetation index was mainly positive in the period of 10 years,and the vegetation coverage in the central and northeastern regions was greatly disturbed,and the fluctuations in time were strong.

    Effects of Land Use on Carbon Emission and Carbon Footprint in Karst Area of Guizhou
    SONG Shanmei, XIANG Junfeng
    2018,(6):  57-63.  doi:10.13466/j.cnki.lyzygl.2018.06.010
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    Based on the statistic area data of land utilization and energy consumption from 2006 to 2016 in Guizhou Province,we analyzed the effects of land uses on carbon emission and carbon footprint in Guizhou province.The conclusion could be drawn as follows:(1) The information entropy and equilibrium degree of land use structure showed an increase trend,indicating that the land use structure of Guizhou Province is becoming more and more balanced,the heterogeneity is enhanced,and the land use system evolves to a relatively disorderly state.(2) The carbon emission gradually increased from 2006 to 2016,and construction land is the main carbon source,while woodland is the main carbon sink.(3) Carbon absorption gradually decreased from 2006 to 2016,and the total amount of carbon absorbed by forest land and grassland remains relatively stable.(4) Carbon emission intensity gradually decreased from 2006 (2.65 t/ten thousand yuan) to 2016 (1.23 t/ten thousand yuan),while less than GDP growth rate.(5) The area of forest and grassland increased from 2006 to 2016,and the ecological carrying capacity generally increased,but it is far from the increase speed of the total carbon footprint.The ecological deficit increased with the increase of the total carbon footprint year by year,indicating that Guizhou's own ecosystem is not enough to compensate for the carbon emissions of energy consumption.In terms of the carbon footprint of different energy consumption,the carbon footprint of coal energy is far larger than that of oil and gas,indicating that the energy consumption dominated by coal will bring a larger total carbon footprint.(6) There is a significant annual change in the carbon emissions,with the per capita carbon emissions increasing year by year,mainly due to the annual increase of net carbon emissions,and the carbon emissions of cultivated land,woodland,grassland and construction land all show an increasing trend,mainly for the carbon emissions of construction land.

    Dynamic Analysis of Ecological Deficit in Minqin Oasis
    LU Zeyang, ZHANG Yueying, ZHAO Yichen
    2018,(6):  64-67.  doi:10.13466/j.cnki.lyzygl.2018.06.011
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    Based on the ecological footprint theory,the ecological footprint,ecological carrying capacity,ecological deficit and the ecological footprint of ten thousand yuan GDP of Minqin county in Gansu Province were calculated from 2007 to 2016,and the dynamic changes during 10 years of various indicators were analyzed.The results showed that:1) from 2007 to 2016,the ecological footprint per capita of Minqin was on an increasing trend,which increased by 0.621hm2 in 10 years,while slowing down since 2015;2) there was a tendency of slow increase of ecological carrying capacity per capita;3) there was still a serious ecological deficit in Minqin,which increased by 28.35% over the decade.In view of the ecological situation of Minqin,it is suggested to continue to adjust the industrial structure and promote energy conservation and emission reduction to increase the efficiency of bio-productive land use.

    Study on Environmental Impact Factors of Pinus armandii Forest in Yunnan Province
    ZHANG Yi, ZHANG Chao
    2018,(6):  68-75.  doi:10.13466/j.cnki.lyzygl.2018.06.012
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    Grasping the main environmental impact factors of Pinus armandii forest and applying quantitative research methods can provide theoretical basis for effective protection,restoration and rational use of Pinus armandii forest resources.The research is based on data from the Continuous Forest Inventory(CFI) in Yunnan Province,using multiple correspondence analysis methods to analyze the degree of influence of the spatial distribution of environmental impact factors on the spatial distribution of Pinus armandii forests,and sorting the impact degree,The results show that:1)In terms of horizontal zonality,the Pinus armandii forest is more distributed in central Yunnan,but the measured tree factors in northwestern Yunnan are higher than those in other regions.In terms of vertical zonality,the Pinus armandii forest fluctuates slightly in each elevation interval and has a large variance;2)The overall variance of spatial distribution of Pinus armandii forest is significantly different from that of large-scale environmental factors such as river basin,altitude and longitude,while the impact of small-scale environmental factors such as soil type,slope position,slope direction and gradient is relatively consistent;3)The spatial distribution environmental factors of Pinus armandii forest were ranked from large to small according to the degree of influence:sunshine>precipitation>latitude>humidity>longitude>soil>temperature>wind speed>soil thickness>aspect>slope position>altitude>slope.

    Analysis on Landscape Pattern Changes and Land Use in Zhushan County
    WEI Haihang, ZHENG Qianhui, ZHUANG Jiayao, ZHOU Chunguo
    2018,(6):  76-83.  doi:10.13466/j.cnki.lyzygl.2018.06.013
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    By taking the remote sensing images of Zhushan County in Hubei Province in 1999,2005,2011 and 2017 as data sources and using ArcGIS,ENVI and Fragstats software,the change information of land use landscape pattern in the study area was extracted,and the driving factors were analyzed quantitatively by principal component analysis.The results show that:(1)During the 18 years,the land use types in the study area were mainly forest land,arable land and water area,and the comprehensive index of land use degree shows a downward trend.(2)Land transfer is mainly characterized by the transfer of cultivated land and bare land,and by the transfer of woodland,construction land and waters,and the general trend and state index of land use decreased first and then increased.(3)On the landscape structure,woodland has always been the dominant landscape type in the study area,and the proportion order of each landscape type has not changed,and the total number of patches shows a downward trend.(4)On landscape heterogeneity,Shannon diversity index and evenness index showed a downward trend,while the spreading index showed an upward trend,indicating that the dominant landscape types of forest land in the study area increased the overall landscape pattern control,and the spatial connectivity of various landscape types enhanced.(5)Social economy and agricultural production are the main driving forces of land use landscape pattern changes in the study area.

    Study on Cold Resistance of Introduced Evergreen Broad-leaved Tree Species in Xuzhou Region
    ZHANG Jian, LU Fang, SHEN Chen, WANG Guangao, MENG Guoqing, TIAN Jinjin, LUO Feng, CHEN Yihong, QIAN Linna, LIU Meiyan
    2018,(6):  84-89.  doi:10.13466/j.cnki.lyzygl.2018.06.014
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    Eight evergreen broad-leaf tree species such as Michelia chapensis,Myrica rubra,Citrus medica,Laurus nobilis,Camellia sasangua,Elaeocarpus decipiens,Quercus virginiana and Citrus reticulate were used as experimental materials.The chlorophyll content,plasma membrane relative permeability,malondialdehyde content,soluble sugar content,the activity of superoxide dismutase and peroxidase were measured during the wintering period in order to study their ability to overwinter in the Xuhuai region .The main results are as follows:The chlorophyll content of the eight tree species decreased,and the leaf relativity membrane permeability,malondialdehyde content and soluble sugar content increased with decreasing temperature.The SOD activity and POD activity did not change uniformly.Among the eight introduced evergreen broad-leaved tree species,Camellia sasangua has strong cold resistance in Xuzhou region and is suitable for local planting.Quercus virginiana,Laurus nobilis and Myrica rubra have general cold resistance and need to be further domesticated.Elaeocarpus decipiens,Michelia chapensis,Citrus medica and Citrus reticulata have poor cold resistance and are not suitable for introduction and cultivation in Xuzhou region.

    Changes of Soil Erosion in the Small Watershed of the Taqing River in Southern Yunnan Province in Recent 20 Years Based on GIS
    SU Bude, ZHAO Yangyi, WANG Keqin, DUAN Xu, FANG Bin
    2018,(6):  90-98.  doi:10.13466/j.cnki.lyzygl.2018.06.015
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    Based on the geographic information system technology and the 2001,2007 and 2016 QuickBird image data of the small watershed,the RUSLE model was used to calculate the amount of soil erosion in 2001,2007 and 2016.Analysis was done on soil erosion changes under different land use types.The results show that the soil erosion intensity in the left river basin of the Taqing River is mild and moderate,accounting for 79.44%~80.55% of the total area.The area of tea land continued to increase,which was 137.92,146.46,180.84 hm2 respectively.The forest land accounts for 60.04%~67.17% of the total area.The planting area of tea fields and cultivated land steep slopes has increased year by year and unreasonable reclamation has caused soil erosion in the basin to intensify.The difference in soil erosion between 2001 and 2016 was 44 133.38,46 600.56 and 44 856.95t/a,respectively.The soil erosion comprehensive index changes by about 5%.There is a coupling relationship between land use change and soil erosion.The change of tea land in the study area has little effect on the soil erosion in the basin.It is necessary to strengthen the corresponding soil and water conservation measures for the cultivated land in the basin.

    The Effect of Precipitation Increase on Topsoil Carbon and Nitrogen in an Alpine Meadow Ecosystem on the Tibetan Plateau
    LI Fengzi, XU Ri
    2018,(6):  99-105.  doi:10.13466/j.cnki.lyzygl.2018.06.016
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    By control experiments of artificially increasing precipitation,we observe the response of topsoil (-10cm)total carbon (TC)and total nitrogen (TN) to precipitation increasing in the alpine meadow ecosystem.The results showed that the experiment with three years of five gradient precipitation increase treatments had no significant effect on surface TC/TN,but TN and TC has increase with the precipitation increase treatment of 40% and 80% in 2014 and 2015(P>0.05).There was an overall increase in $NH^{+}_{4}$-N in the topsoil (P>0.05) while $NO^{-}_{3}$ -N was decreased (P>0.05).The results showed that short term precipitation increase did not cause the significant change of TC/TN.

    Analysis of Physical and Chemical Soil Properties of Larch Plantations With Different Afforestation Densities in North China
    FENG Qianqian, TIE Ying, ZHOU Mei, XIANG Changlin, WU Yiheng
    2018,(6):  106-110.  doi:10.13466/j.cnki.lyzygl.2018.06.017
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    In the Chifeng Saihanwula Integrated Shelter Forest Demonstration Base established by Inner Mongolia Agricultural University and Inner Mongolia Hesheng Ecological Science and Technology Researcher Co.,Ltd.,the Larch plantations with different stand densities (1 407,1 675,2 680 plants/hm2) were taken as the research object.Three standard plots each were set up the soil stratified,and the physical and chemical properties of the soil measured indoors.The results showed that the soil physical and chemical properties of Larix principis-rupprechtii plantations with different afforestation densities were significantly different.When the stand density was 1 407 plants/hm2,the soil bulk density was the smallest (0.97),the total porosity (62.6%) and the water content (14.75%) were the largest.The accumulation process of organic matter was slow and there was no significant change,However,the contents of total N (110.06g/kg),effective P(0.57g/kg) and effective K(29.11g/kg) in the topsoil were highest at the stand density of 1 407 plants/hm 2.

    Effects of Plantation Establishment with Different Tree Species on Soil Base Cation Concentration in Subtropics
    ZHENG Jinxing
    2018,(6):  111-116.  doi:10.13466/j.cnki.lyzygl.2018.06.018
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    Base cations are the key to mitigating soil acidification and regulating soil fertility,whose amounts in forest soils were usually affected by tree species.Effects of five common subtropical tree species (including Cunninghamia lanceolata (Lamb.) Hook.,Pinus massoniana Lamb.,Schima superba Gardn.et Champ.,Michelia macclurei Dandy,Castanopsis carlesii) in a common garden on soil base cation concentration were investigated in this study.We found tree species had no effects on soil Na+ concentration but significant effects on soil K+,Ca2+,Mg2+ concentration,with a lower soil K+,Ca2+,Mg2+ concentration in Cunninghamia lanceolata (Lamb.) Hook.plantation and a higher value in Michelia macclurei Dandy and Pinus massoniana Lamb.plantation.The soil Ca2+,Na+,Mg2+ concentration increased significantly with soil pH.Our study suggested that Michelia macclurei Dandy and Pinus massoniana Lamb.should be highly recommended to be planted in acid and nutrient-poor soil in subtropical China.

    Ecological Stoichiometry Characteristics of Soils in Eucalyptus Plantations with Different Ages in North Guangxi
    DUAN Chunyan, XU Guangping, SHEN Yuyi, LUO Yajin, LI Yanqiong, ZHANG Denan, SUN Yingjie, HE Chengxin
    2018,(6):  117-124.  doi:10.13466/j.cnki.lyzygl.2018.06.019
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    By using the space-time intergenerational method,the Eucalyptus plantations of different ages of plantation in low hilly areas at Guangxi were taken as the research object.The effects of forest age on soil organic carbon(SOC),total nitrogen(TN),total phosphorus(TP) and total potassium(TK) and their ecological stoichiometric characteristics of soils were studied.The results showed that:1)With the increase of Eucalyptus forest age,SOC showed a trend of increasing first,then decreasing and increasing again.TN had not evident regular change.It showed that the trend of decreasing first and then increasing later for TK.SOC,TN,TP and TK concent in the five different plantations decreased significantly with the increase of soil depth.2) The C:N,C:P,N:P and C:K ratios of soil increased significantly with the growth of forest age.The N:K ratios increased first and then decreased.There are no obvious regular patterns for P:K ratios of soil.The C:N ratios increased with the increase of soil depth,the N:P and N:K ratios decreased on the contrary,but C:P,C:K and P:K ratios showed no consistent pattern.3) It showed that significant positive correlation was found between SOC content and C:P ratios,N:P ratios and N/K ratios;among TN content,N:P ratios and N:K ratios;between TP content and N:K ratios and between TK content and N:P ratios.Different forest ages and soil depths all affected the distribution and utilization of soil nutrients.In general,the ecological stoichiometric ratios of soils from surface are higher than those of sub-layer soil.It will provide the scientific basis for the restoration of the forest ecosystem in Guangxi Province.

    Technical Application
    Management Strategy of New Generation Eucalyptus Plantation in Brazil and Its Enlightenment
    JIANG Yun’an, XIE Shouxin, JIN Aixian, CUI Haiou, WANG Hongchun, ZHOU Rui
    2018,(6):  125-129.  doi:10.13466/j.cnki.lyzygl.2018.06.020
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    Eucalyptus is an important tree species for artificial afforestation in Brazil.The Brazilian government has adopted some major ecological protection policies,such as zoning ecological protection areas,standardizing forest cutting approval,and implementing ecological restoration.The main characteristics of the management technology of Eucalyptus plantation in Brazilian forestry enterprises are the whole-process of management planning and design,the industrialization of seedling production,the precision of silviculture,the harvesting mechanization.The basic strategies for developing Eucalyptus plantations in Brazil are to pay attention to ecological protection according to law,to pay attention to research and application of forestry practical technology,and to pay attention to mechanized and intensive management of planted timber forests.The management strategy of Brazil's new generation plantation deserves to be used for reference in forest management and protection in China.This paper puts forward some suggestions,such as strengthening the construction of native tree species,strictly implementing the forestry development plan,increasing the application level of forest management mechanization,strengthening the training of forest-harvesting management,and scientifically developing the vegetation restoration in mining areas.

    Filling Method for Missing Data of Forest Resource Sampling Investigation
    LIU Fei, LI Mingyang, LIU Yanan, JIANG Yifan, WANG Zi
    2018,(6):  130-137.  doi:10.13466/j.cnki.lyzygl.2018.06.021
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    The phenomenon of data loss often occurs in forest resource sampling investigation.So it is necessary to study the filling method of missing data in order to improve the accuracy of the data analysis.Linan County located in Zhejiang Province was chosen as the case study area.Landsat-5 TM image in 1996 and County-level fixed plot data of forest resources continuous detection in the same period were used as the main information,and the average DBH(Diameter at Breast Height) of trees in sample plot as the missing factor to make spatial filling,non-spatial filling,model filling of remote sensing estimation for missing data.And 10 fold cross-validation method on the basis of spatial autocorrelation analysis of the average DBH of trees in sample plot was employed to make accuracy evaluation.The results show that:(1) The Moran’I coefficient of the average DBH of sample plot trees in study area is 0.21 and its spatial distribution shows strong spatial autocorrelation;(2)The filling accuracy of K-Nearest Neighbor of remote sensing estimation models is the highest,the second is Random Forest followed by the Kriging Interpolation of spatial filling.However,the filling accuracy of expectation maximization algorithm of non-spatial fillings is the lowest;(3)Among four semi-variance models of Kriging interpolation,the filling accuracy of spherical model is higher than any other models.Its correlation coefficient constitutes 0.632 5,the mean absolute error makes up 2.049 3 centimeters and the root mean square error accounts for 3.809 3 centimeters;(4)According to the order of filling accuracy from high to low,four priority filling methods of missing data includes:K-Nearest Neighbor,Random Forest,Kriging Interpolation and Inverse Distance Weighting.It is the K-Nearest Neighbor that is most suitable for filling missing data of the average DBH of sample plot trees in Linan with complex topography and great different altitudes.

    Effects of Different Topographic Correction Methods on the Distribution Extraction of Pinus thunbergii Using Remote Sensing Imagery
    DENG Shiqing, TAO Huan, LI Cunjun, LIU Rong, HU Haitang
    2018,(6):  138-145.  doi:10.13466/j.cnki.lyzygl.2018.06.022
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    Five topographic correction models (Teillet-regression,VECA,Cosine-C,C,and SCS+C) were employed in the present study in Huangdao,Qingdao to calibrate the Quick-Bird multispectral images combining with fine Digital Elevation Model (DEM) generated by stereo images of domestic ZY-3 satellite.Then,we examined and compared the results of 5 models to evaluate the effects of different topographic correction models on extracting the distribution of pine.The results show that Quick-Bird images corrected by a combination of 2m DEM and 3 models (VECA,C and SCS+C) can better maintain imagery’s spectral characteristic and weaken the effect of mountain shadows than the other 2.Quick-Bird images calibrated by these 3 models have significantly improved the extraction accuracy of Pinus thunbergii.Among these 3 models,VECA is the best one for its elevation of the overall accuracy by 14.05% (from 70.25% to 84.30%) and the Kappa coefficient by 0.19 (from 0.53 to 0.72).This research can provide a reference for the extraction of Pinus thunbergii distribution by using remote sensing imagery.

    Establishment of Height Model for Natural Secondary Quercus variabilis Forest in Taihang Mountains
    CHEN Chen, LIU Guangwu, SHEN Jiemei, GAO Fuling
    2018,(6):  146-149.  doi:10.13466/j.cnki.lyzygl.2018.06.023
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    We investigated sixty-five plots and forty analytic dominant individuals in the natural secondary Quercus variabilis forest in Taihang Mountains to establish the growth model of the dominant tree average height based on ANN and the existing function.The result showed that the optimum model structure of natural secondary Quercus variabilis forest in Taihang Mountains was 1∶2∶1.ANN didn’t depend on existing function,which was better than existing function in the fitting effect and was more suitable for building the growth model.