• Journal of Korean Society of Forest Science
• /
• v.78 no.3
• /
• pp.302-313
• /
• 1989

To investigate the effects of forest fire on the change of vegetation and soil conditions by the lapse of time, the 5th soil survey and vegetation analysis were carried out in July of 1988 at the rocky areas of Mt. Kwanak, where ground fire broke out 5 years ago. Three-year increasing trends of organic matter content, the value of pH, and total nitrogen content stabilized after the restoration of the vegetation. By the comparison of the occurrences of the species for 5 years after the forest fire, woody and herbaceous plants were categorized into 4 groups, i,e., invasive, sensitive, tolerant, and neutral species to the forest fire. Although such diversity indices as the species diversity and similarity index indicate that the restoration of damaged vegetation to the original species composition was proceeded for the period, the restoration of vegetation to the original crown closure and tree growth was not proceeded yet.

• Journal of the Korean Society of Environmental Restoration Technology
• /
• v.17 no.1
• /
• pp.45-64
• /
• 2014

This study was carried out to offer the ecological data for restoring and maintaining a local stream by analyzing the vegetation and flora in Geumsan Stream and Gisa Stream, Geumsan-gun, Chungcheongnam-do, Korea. As a result of comparison of realities of land use near Geumsan Stream and Gisa Stream, in Geumsan Stream, the ratio of residential areas, commercial and business places, and places of transportation facilities was high. With these types of land use aggregating densely in the center, farmlands were formed on both sides. On the other hand, in Gisa Stream, farmlands were distributed evenly in all sections. As a result of comparison of flora of the two streams, Geumsan Stream had a total of 166 taxons including 53 families, 131 genuses, 139 species, 23 varieties, and 4 forms, and Gisa Stream had a total of 142 taxons including 42 families, 111 genuses, 116 species, 21 varieties, and 5 forms. As a result of calculation of the Naturalization Index and Urbanization Index, the indices were analyzed to be 23.5% and 12.1% in Geumsan Stream and to be 21.8% and 9.7% in Gisa Stream, respectively. Hence, Geumsan Stream showed higher figures in both evaluation indices than those of Gisa Stream. In addition, as a result of calculation of the Actual Urbanization Index, which is the index supplemented by considering the species pool and area, it could be known that Geumsan Stream (0.0285) was urbanized more than Gisa Stream (0.0107) by about 2.7 times. A total of 18 plant communities were classified in Geumsan Stream and Gisa Stream. In Geumsan Stream, 14 vegetation types were identified, and it was analyzed that there are various vegetation types including Phalaris arundinacea community, Zoysia japonica community, Phragmites japonica-Phalaris arundinacea community, etc. evenly distributed. 11 vegetation types were identified in Gisa Stream, and it was examined that Phragmites japonica community is widely distributed in all sections.

• Korean Journal of Remote Sensing
• /
• v.39 no.6_1
• /
• pp.1341-1352
• /
• 2023

The normalized difference vegetation index (NDVI) derived from satellite images is a crucial tool to monitor forests and agriculture for broad areas because the periodic acquisition of the data is ensured. However, optical sensor-based vegetation indices(VI) are not accessible in some areas covered by clouds. This paper presented a synthetic aperture radar (SAR) based approach to retrieval of the optical sensor-based NDVI using machine learning. SAR system can observe the land surface day and night in all weather conditions. Radar vegetation indices (RVI) from the Sentinel-1 vertical-vertical (VV) and vertical-horizontal (VH) polarizations, surface elevation, and air temperature are used as the input features for an automated machine learning (AutoML) model to conduct the gap-filling of the Sentinel-2 NDVI. The mean bias error (MAE) was 7.214E-05, and the correlation coefficient (CC) was 0.878, demonstrating the feasibility of the proposed method. This approach can be applied to gap-free nationwide NDVI construction using Sentinel-1 and Sentinel-2 images for environmental monitoring and resource management.

• Journal of the Korean Society of Environmental Restoration Technology
• /
• v.18 no.1
• /
• pp.135-151
• /
• 2015

DMZ is considered as an ecologically sensitive landscape and one of the highest biodiversity regions in the Republic of Korea. There have been, albeit the significant value, increased interests in developing this region for a variety of purposes including tourism and commemorative events. As this region has been already facing a range of problems derived from previous development, natural disaster and invasive species, the necessity for active management of ecological health within this region has been increased, which weighs the importance of executing ecological restoration. The objective of this study was to develop evaluation indices as an effective management means of properly evaluating ecological restoration and sustainably maintaining the restored conditions on a long-term scale. Through literature review existing evaluation indices related to restoration were collected, and then the most suitable indices were selected based upon two interviews and one questionnaire survey targeting experts in the relevant field to ecological restoration. They were categorized by two major division and their subclasses (Ecological base - vegetation structure & composition, habitat characteristics, soil environment; landscape ecology - connectivity, landscape patch, boundary & surrounding) and 40 indices. These indices were considered helpful to comprehensively evaluate ecological restoration on degraded environments within ecologically sensitive areas, and sustainably manage target areas by employing a long-term monitoring approach. As this result played a meaningful role in providing the fundamentals of evaluating ecological restoration, it should develop a suitable evaluation system through further research.

• Korean Journal of Remote Sensing
• /
• v.31 no.1
• /
• pp.11-20
• /
• 2015

This study aimed to investigate the canopy growth conditions and the accuracy of phenological stages of paddy rice using ground-based remote sensing data. Plant growth variables including Leaf Area Index (LAI) and canopy reflectance of paddy rice were measured at the experimental fields of Chonnam National University, Gwangju, Republic of Korea during the crop seasons of 2011, 2012, and 2013. LAI values were also determined based on correlations with Vegetation Indices (VIs) obtained from the canopy reflectance. Three phenological stages (tillering, booting, and grain filling) of paddy rice could be identified using VIs and a spatial index (NIR versus red). We found that exponential relationships could be applied between LAI and the VIs of interest. This information, as well as the relationships between LAI and VIs obtained in the present study, could be used to estimate and monitor the relative growth and development of rice canopies during the growing season.

• Proceedings of the KSRS Conference
• /
• 2009.03a
• /
• pp.275-279
• /
• 2009

식생지수(Vegetation Index, 이하 VI)는 위성영상의 각 밴드가 식생에 대해 나타내는 특징적 반사치를 이용하여 지피의 식생 유무와 상태를 표현하고 정량화(Quantification)가 가능하다. 본 연구는 개엽(aestivation) 전 주사된 광릉시험림 지역의 QuickBird 위성영상과 임소반도를 이용하여 수목분류간 VI의 비교를 목적으로 삼는다. VI는 식생 및 토양의 특성에 따라 많은 영향을 받게 되며 이러한 영향의 최소화를 통해서만 정확한 평가자료를 얻을 수 있기 때문에 토양부분을 제외한 수목과 상관관계가 높은 VI를 연구에 사용하였다. 그 결과 침엽수로 조림된 단순림(單純林)간의 분류는 용이하지 않았지만 개엽 전 낙엽송과 활엽수간의 분류체계에는 효과적임을 입증할 수 있었다.

• Proceedings of the KSRS Conference
• /
• 2003.11a
• /
• pp.447-449
• /
• 2003

Remotely sensed data can be used to estimate biomass production using methodologies relating vegetation indices to light absorption or to leaf photosynthetic capacity. The considerations of both light absorption and photosynthetic capacity in remote sensing-based modeling to estimate biomass production or NPP was introduced based upon Monteith model NPP is one of a evaluation of land degradation. NPP was estimated from annual maximum NDVI by MODIS data. It was known that NPP of the grassland that except the forest and the farming ground was distributed between 50-200g /m2.

• Journal of the Korean Institute of Landscape Architecture
• /
• v.19 no.2
• /
• pp.75-91
• /
• 1991

This study is one of studies on the analysis of vegetation spatial image and visual preference of roadside slopes in Chi-Ri Mt. national park. In this article, we analized the soil characteristics and the actual vegetation within slopes and forest lands contiguous to those. The results obtained were summarized as follows; The physical and chemical properties of soil in forest lands were better than slopes and Cheoneun temple - Seongsam pass was the best fertilized among 3 sector. In the structure of woody plants in forest lands, the high importance value species were Pinus denciflora, Quercus aliena within Ukmojeong-Deokdong sector, Q. aliena, Q. varabilis, Q. serrata within Banseon-Seongsam pass sector, and P. denciflora, Q. dentata within Cheoneun temple-Seongsam pass sector. And also, Aster scaber, Arundinella hirta, Pteridium aquilinum were the high importance value herbs within all sector. In slopes, the species diversity indices of woody plants were low, but that of herbs showed slightly high. By the cluster analysis used in similarity index, it was observed that woody plants structure between slopes and forest lands made little, but the herbs made slightly higher than woody plants.

• Journal of The Korean Society of Agricultural Engineers
• /
• v.49 no.6
• /
• pp.21-33
• /
• 2007

Different vegetation indices from satellite images have been used for monitoring drought damages, and this study aimed to develop a drought index using NOAA/AVHRR NDVI(Normalized Difference Vegetation Index) and to analyze the temporal and spatial distribution of spring drought severity in North Korea from 1998 to 2001. A new drought index, DevNDVI(Deviation of NDVI), was defined as the difference between a monthly NDVI and average monthly NDVI at the same cover area, and the DevNDVI images at all years except for 2001 demonstrated the drought-damaged areas referred from various domestic and foreign publications. The vegetation of 2001 showed high vitality despite the least amount of rainfall among the target years, and the reason was investigated that higher temperature above normal average would shift the growing stages of plants ahead. Therefore, complementary methods like plant growth models or ground survey data should be adopted in order to evaluate drought-induced plant stress using satellite-based NDVI and to make up far the distortion induced by other environments than lack of precipitation.

• 한국방재학회:학술대회논문집
• /
• 2011.02a
• /
• pp.107-107
• /
• 2011

최근 기후변화로 야기되는 식생의 변화는 수문기상인자인 증발산과 토양수분에 많은 영향을 끼친다. 본 연구의 목적은 식생의 변화가 수문기상인자인 토양수분에 어떠한 영향을 미치는지 분석하고자 하는데 있다. 식생인자와 수문기상 인자와의 상관관계를 알아보기 위해 Moderate Resolution Imaging Spectroradiometer(MODIS) 위성 이미지 데이터를 연구에 적용하였으며, 식생인자는 MODIS 13 Vegetation Indices Product에서 추출한 정규식생지수 Normalized Difference Vegetation Index(NDVI)를 이용하였다. 식생인자와 토양수분의 상관관계를 분석하기 위해 농업기상정보시스템(Rural Development Administration, RDA)에서 측정한 군위, 논산, 옥천, 예산 지역의 토양수분 관측값 및 Aqua 위성에 탑재된 Advanced Microwave Scanning Radiometer E(AMSR-E)를 이용하여 측정한 토양수분 관측값을 MODIS-NDVI와 비교 분석하였다. 식생인자와 수문기상인자의 시계열 자료를 이용하여 변화하는 양상을 알아내고자 하였고 상관성을 분석하여 식생인자가 수문인자에 어떠한 영향을 주는지 파악하였다. 그 결과 RDA 토양수분 관측값은 MODIS-NDVI와 거의 비슷한 경향을 나타남을 확인 할 수 있었으며, 이는 RDA와 AMSR-E의 토양수분의 관측 깊이에 따른 차이로 이 같은 현상이 나타난다고 사료된다, 또한 MODIS-NDVI, AMSR-E, RDA가 가지고 있는 각기 다른 공간 해상도(1km, 25km, point scale)가 반영된 결과라 할 수 있겠다, 추후 이를 보완한다면 보다 식생변화가 토양수분에 미치는 영향분석을 명확히 할 수 있을 것이다.