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Bengal delta experiences immense seasonality of surface water due to its geographical position. This study aims to explore the extent and seasonality of surface water in the southwestern part of Bangladesh (SWB) where human intervention has been rapidly changing the land use for several decades. This explorative study relied on a total of 312 high-resolution Landsat images from 1972 to 2020 and interviews to present crucial months, seasons, and periods for surface water in SWB. The study uses a valid threshold point ‘0′ for Normalized Difference Water Index (NDWI) to extract water pixels and confirms that the NIR band has better efficacy to separate water pixels. On average, the SWB has faced around 5.5% of surface water between 1972–2001, which increased to 12.8% between 2002 and 2020. Based on the median value, around 6% of surface water was observed in the 1990s, which increased to 16% in the 2010s. The average surface water was detected around 6% and 7% in December and January between 1972 and 2001, which expanded to 18% and 19% between 2002 and 2020, mainly because of human interventions such as mix-cropping. The study strongly suggests considering December and January months for further land use and land class studies which focus on the southwestern part of Bangladesh.
Nazmul Huda; Toru Terao; Atsuko Nonomura; Yoshihiro Suenaga. Time-Series Remote Sensing Study to Detect Surface Water Seasonality and Local Water Management at Upper Reaches of Southwestern Bengal Delta from 1972 to 2020. Sustainability 2021, 13, 9798 .
AMA StyleNazmul Huda, Toru Terao, Atsuko Nonomura, Yoshihiro Suenaga. Time-Series Remote Sensing Study to Detect Surface Water Seasonality and Local Water Management at Upper Reaches of Southwestern Bengal Delta from 1972 to 2020. Sustainability. 2021; 13 (17):9798.
Chicago/Turabian StyleNazmul Huda; Toru Terao; Atsuko Nonomura; Yoshihiro Suenaga. 2021. "Time-Series Remote Sensing Study to Detect Surface Water Seasonality and Local Water Management at Upper Reaches of Southwestern Bengal Delta from 1972 to 2020." Sustainability 13, no. 17: 9798.
Catastrophic earthquake-induced landslides can occur on slopes composed of loosened and fractured rock masses. Although it is impossible to prevent such landslides, estimation of the susceptibility of slopes to earthquake-induced landslides is useful for risk management. An index of susceptibility to earthquake-induced landslides (ISEL) was developed by using helicopter-borne electromagnetic resistivity data. However, the ISEL has not yet been validated through the analysis of pre-earthquake data. In this study, ISEL values were estimated from resistivity and digital elevation data obtained in 2013 around Mt. Aso, Kyushu, before the 2016 Kumamoto earthquake. Although most of the landslides around Mt. Aso during the 2016 Kumamoto earthquake were mass movements of volcanic tephra layers, some of them occurred on loosened rock masses. Landslide susceptible areas at loosened rock masses are the target for ISEL value estimation. Our results validated the effectiveness of the ISEL as a predictor of earthquake-induced rock mass landslides.
Atsuko Nonomura; Shuichi Hasegawa; Tatsuya Abe; Sakae Mukoyama; Yoshiyuki Kaneda. Validation of an Index for Susceptibility to Earthquake-Induced Landslides Derived from Helicopter-Borne Electromagnetic Resistivity and Digital Elevation Data. Geosciences 2021, 11, 95 .
AMA StyleAtsuko Nonomura, Shuichi Hasegawa, Tatsuya Abe, Sakae Mukoyama, Yoshiyuki Kaneda. Validation of an Index for Susceptibility to Earthquake-Induced Landslides Derived from Helicopter-Borne Electromagnetic Resistivity and Digital Elevation Data. Geosciences. 2021; 11 (2):95.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa; Tatsuya Abe; Sakae Mukoyama; Yoshiyuki Kaneda. 2021. "Validation of an Index for Susceptibility to Earthquake-Induced Landslides Derived from Helicopter-Borne Electromagnetic Resistivity and Digital Elevation Data." Geosciences 11, no. 2: 95.
Damage caused by weather events has increased dramatically across the world in recent years. In the case of Japan, record-breaking rainfall has caused devastating damage almost every year since 2014; many people have been killed in these disasters. To better prepare for future heavy rainfalls, we need to discover how to prepare for disasters and mitigate damage by learning from examples in resilient communities. In 2017, torrential rains hit Toho Village in northern Kyushu, and the people as a whole responded well to avoid disastrous outcomes. We studied the actions and motivations of residents of Toho during this rainfall event by conducting semi-structured interviews in November 2017. The interviewees indicated that their motivation for evacuating was “personal observation of the danger” or “communication with neighbors”. Communication within the community was found to be an important factor that enabled the safe evacuation of community members, even without notice of the disaster risk and/or in the absence of timely information from the government because of a power outage. Knowledge of local landforms would be also helpful to reinforce appropriate actions and precautions needed during a disaster.
Atsuko Nonomura; Kazuhito Fujisawa; Mari Takahashi; Hideo Matsumoto; Shuichi Hasegawa. Analysis of the Actions and Motivations of a Community during the 2017 Torrential Rains in Northern Kyushu, Japan. International Journal of Environmental Research and Public Health 2020, 17, 2424 .
AMA StyleAtsuko Nonomura, Kazuhito Fujisawa, Mari Takahashi, Hideo Matsumoto, Shuichi Hasegawa. Analysis of the Actions and Motivations of a Community during the 2017 Torrential Rains in Northern Kyushu, Japan. International Journal of Environmental Research and Public Health. 2020; 17 (7):2424.
Chicago/Turabian StyleAtsuko Nonomura; Kazuhito Fujisawa; Mari Takahashi; Hideo Matsumoto; Shuichi Hasegawa. 2020. "Analysis of the Actions and Motivations of a Community during the 2017 Torrential Rains in Northern Kyushu, Japan." International Journal of Environmental Research and Public Health 17, no. 7: 2424.
Landslides cause serious damage to society, and some occur as reactivations of old landslides in response to earthquakes and/or rainfall. Landslide distributions are therefore useful when siting engineering projects such as road and tunnel constructions. Although several methods have been proposed to extract landslides from topographic data on the basis of their morphological features (crown, main scarp, and main body), such morphological features are gradually eroded by heavy precipitation or landslide recurrence. Therefore, conventional methods cannot always identify areas influenced by recurrent landslides. In this study, we investigated the relationship between ridgeline continuity and landslide distribution using AW3D30, which is a global digital surface model (DSM) dataset produced from the Panchromatic Remote-sensing Instrument for Stereo Mapping (PRISM) onboard the Advanced Land Observing Satellite (ALOS) launched by the Japan Aerospace Exploration Agency (JAXA) in 2013. The relationship between the area of landslides and the number of ridge pixels was analyzed, and we propose a method for estimating the upper bound distribution of landslide topographies based on extracted ridgelines data using the Data Envelopment Analysis (DEA) function on the R statistical software packages. The upper bound on the area of landslides decreases as the number of ridge pixels increases. The same trend was seen in all the five sites, and the upper bound derived from one site is hardly exceeded by those derived from all other sites. By using the upper bound distribution function, the landslide distribution will not be missed.
Atsuko Nonomura; Shuichi Hasegawa; Daisuke Kanbara; Takeo Tadono; Tatsuro Chiba. Topographic Analysis of Landslide Distribution Using AW3D30 Data. Geosciences 2020, 10, 115 .
AMA StyleAtsuko Nonomura, Shuichi Hasegawa, Daisuke Kanbara, Takeo Tadono, Tatsuro Chiba. Topographic Analysis of Landslide Distribution Using AW3D30 Data. Geosciences. 2020; 10 (4):115.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa; Daisuke Kanbara; Takeo Tadono; Tatsuro Chiba. 2020. "Topographic Analysis of Landslide Distribution Using AW3D30 Data." Geosciences 10, no. 4: 115.
To mitigate the damage caused by debris flows resulting from heavy precipitation and to aid in evacuation plan preparation, areas at risk should be mapped on a scale appropriate for affected individuals and communities. We tested the effectiveness of simply identifying debris-flow hazards through automated derivation of surface curvatures using LiDAR digital elevation models. We achieved useful correspondence between plan curvatures and areas of existing debris-flow damage in two localities in Japan using the analysis of digital elevation models (DEMs). We found that plan curvatures derived from 10m DEMs may be useful to indicate areas that are susceptible to debris flow in mountainous areas. In residential areas located on gentle sloping debris flow fans, the greatest damage to houses was found to be located in the elongated depressions that are connected to mountain stream valleys. Plan curvature derived from 5m DEM was the most sensitive indicators for susceptibility to debris flows.
Atsuko Nonomura; Shuichi Hasegawa; Hideo Matsumoto; Mari Takahashi; Mina Masumoto; Kazuhito Fujisawa. Curvature derived from LiDAR digital elevation models as simple indicators of debris-flow susceptibility. Journal of Mountain Science 2019, 16, 95 -107.
AMA StyleAtsuko Nonomura, Shuichi Hasegawa, Hideo Matsumoto, Mari Takahashi, Mina Masumoto, Kazuhito Fujisawa. Curvature derived from LiDAR digital elevation models as simple indicators of debris-flow susceptibility. Journal of Mountain Science. 2019; 16 (1):95-107.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa; Hideo Matsumoto; Mari Takahashi; Mina Masumoto; Kazuhito Fujisawa. 2019. "Curvature derived from LiDAR digital elevation models as simple indicators of debris-flow susceptibility." Journal of Mountain Science 16, no. 1: 95-107.
In mountainous areas of Asia, huge earthquakes have triggered numerous landslides in recent decades. Estimating the susceptibility of slopes to landslide and the volume of potential landslide debris helps in planning for disaster risk management. We developed a new index to measure the susceptibility of slopes to earthquake-induced landslides by using helicopter-borne electromagnetic resistivity (HEM) survey data to quantify the looseness of bedrock and a digital elevation model to quantify the amplification of seismic waves by topography. In our study area around the Kanagi landslide (triggered by the 1707 Hoei earthquake), our new index showed that landslide susceptibility was low within the area of past landslides, but was higher in areas outside the scar of past landslides. Our results indicate that most of the loosened rock masses have been removed by past landslides, and the areas beyond the main landslide scar, where loosened bedrock remains, are now most susceptible to future earthquake-induced landslides. Our results indicate that this index may be effective in areas susceptible to landslides due to toppling failure and rock avalanches in loosened bedrock slopes.
Atsuko Nonomura; Shuichi Hasegawa. Susceptibility of slopes to earthquake-induced landslides: a new index derived from helicopter-borne electromagnetic resistivity and digital elevation data sets. Landslides 2017, 14, 2155 -2163.
AMA StyleAtsuko Nonomura, Shuichi Hasegawa. Susceptibility of slopes to earthquake-induced landslides: a new index derived from helicopter-borne electromagnetic resistivity and digital elevation data sets. Landslides. 2017; 14 (6):2155-2163.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa. 2017. "Susceptibility of slopes to earthquake-induced landslides: a new index derived from helicopter-borne electromagnetic resistivity and digital elevation data sets." Landslides 14, no. 6: 2155-2163.
Masayuki Matsuoka; Rie Honda; Atsuko Nonomura; Hitoshi Moriya; Shin Akatsuka; Hiroki Yoshioka; Masataka Takagi. A Method to Improve Geometric Accuracy of Himawari-8/AHI “Japan Area” Data. Journal of the Japan society of photogrammetry and remote sensing 2016, 54, 280 -289.
AMA StyleMasayuki Matsuoka, Rie Honda, Atsuko Nonomura, Hitoshi Moriya, Shin Akatsuka, Hiroki Yoshioka, Masataka Takagi. A Method to Improve Geometric Accuracy of Himawari-8/AHI “Japan Area” Data. Journal of the Japan society of photogrammetry and remote sensing. 2016; 54 (6):280-289.
Chicago/Turabian StyleMasayuki Matsuoka; Rie Honda; Atsuko Nonomura; Hitoshi Moriya; Shin Akatsuka; Hiroki Yoshioka; Masataka Takagi. 2016. "A Method to Improve Geometric Accuracy of Himawari-8/AHI “Japan Area” Data." Journal of the Japan society of photogrammetry and remote sensing 54, no. 6: 280-289.
Earthquake-induced deep-seated landslides are prone to occur at gravitationally deformed and loosened slopes. These slopes need to be identified for landslide susceptibility mapping and landslide risk assessment. Surface morphology is an effective factor for finding the slopes, but is not effective for estimating the degree and the area of loosening. Subsurface geophysical investigations are quite useful for determining subsurface geological structures in regions where loosening has occurred. In this study, a method was developed for regionally mapping gravitationally deformed and loosened slopes as earthquake-induced deep-seated landslide susceptible zones by differentiating from sound bedrocks in flexural toppled slopes. Using the helicopter-borne electromagnetic resistivity data, “average ruggedness of resistivity” was proposed as an index parameter for differentiating the loosened zones. The estimated loosened zones were compared with observed geomorphological features during field survey, and it is shown that “average ruggedness of resistivity” is a useful parameter for regional mapping of earthquake-induced deep-seated landslide susceptible slopes.
Atsuko Nonomura; Shuichi Hasegawa; Ryota Kageura; Katsushi Kawato; Tatsuro Chiba; Satoshi Onoda; Ranjan Kumar Dahal. A method for regionally mapping gravitationally deformed and loosened slopes using helicopter-borne electromagnetic resistivity data. Natural Hazards 2015, 81, 123 -144.
AMA StyleAtsuko Nonomura, Shuichi Hasegawa, Ryota Kageura, Katsushi Kawato, Tatsuro Chiba, Satoshi Onoda, Ranjan Kumar Dahal. A method for regionally mapping gravitationally deformed and loosened slopes using helicopter-borne electromagnetic resistivity data. Natural Hazards. 2015; 81 (1):123-144.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa; Ryota Kageura; Katsushi Kawato; Tatsuro Chiba; Satoshi Onoda; Ranjan Kumar Dahal. 2015. "A method for regionally mapping gravitationally deformed and loosened slopes using helicopter-borne electromagnetic resistivity data." Natural Hazards 81, no. 1: 123-144.
Shikoku Island has been threatened by great earthquakes occurred along the Nankai Trough and the Median Tectonic Line. Estimated magnitude of the largest earthquake along the Nankai Trough is estimated 9.0. Estimated magnitude of the Median Tectonic Line Earthquakes in northeastern part of Shikoku is 8.0 or more. The great earthquakes might trigger deep-seated landsides and the huge amount of landslide debris might paralyze transportation and isolate villages in mountainous areas. In order to mitigate the damage, estimating the hazard and preparation is necessary. In this study, index of susceptibility for earthquake-induced deep-seated catastrophic landslides is proposed geologically and geomorphologically.
Shuichi Hasegawa; Atsuko Nonomura; Jun’Ichi Uchida; Katsushi Kawato; Ryota Kageura; Tatsuro Chiba; Satoshi Onoda. Hazard Mapping of Earthquake-Induced Deep-Seated Catastrophic Landslides Along the Median Tectonic Line in Shikoku by Using LiDAR DEM and Airborne Resistivity Data. Engineering Geology for Society and Territory - Volume 2 2015, 717 -720.
AMA StyleShuichi Hasegawa, Atsuko Nonomura, Jun’Ichi Uchida, Katsushi Kawato, Ryota Kageura, Tatsuro Chiba, Satoshi Onoda. Hazard Mapping of Earthquake-Induced Deep-Seated Catastrophic Landslides Along the Median Tectonic Line in Shikoku by Using LiDAR DEM and Airborne Resistivity Data. Engineering Geology for Society and Territory - Volume 2. 2015; ():717-720.
Chicago/Turabian StyleShuichi Hasegawa; Atsuko Nonomura; Jun’Ichi Uchida; Katsushi Kawato; Ryota Kageura; Tatsuro Chiba; Satoshi Onoda. 2015. "Hazard Mapping of Earthquake-Induced Deep-Seated Catastrophic Landslides Along the Median Tectonic Line in Shikoku by Using LiDAR DEM and Airborne Resistivity Data." Engineering Geology for Society and Territory - Volume 2 , no. : 717-720.
Minoru Yamanaka; Naoya Toyota; Atsuko Nonomura; Shuichi Hasegawa. Estimation of Amount of Tsunami Disaster Wastes for Shikoku Districts by Tounankai-Nankai Earthquake. Journal of the Society of Materials Science, Japan 2014, 63, 131 -136.
AMA StyleMinoru Yamanaka, Naoya Toyota, Atsuko Nonomura, Shuichi Hasegawa. Estimation of Amount of Tsunami Disaster Wastes for Shikoku Districts by Tounankai-Nankai Earthquake. Journal of the Society of Materials Science, Japan. 2014; 63 (2):131-136.
Chicago/Turabian StyleMinoru Yamanaka; Naoya Toyota; Atsuko Nonomura; Shuichi Hasegawa. 2014. "Estimation of Amount of Tsunami Disaster Wastes for Shikoku Districts by Tounankai-Nankai Earthquake." Journal of the Society of Materials Science, Japan 63, no. 2: 131-136.
In the epicentral region of subduction earthquakes, large-scale landslides are triggered by strong shaking of slopes weakened by flexural toppling. The distribution of flexural-toppled slopes is the primary information for predicting and mitigating landslide damage beforehand. This study proposes and tests a simple algorithm for extracting flexural-toppled slopes on a regional basis from a 10-m resolution digital elevation model by windows of two sizes. Local relief is extracted with a large window (200 × 200 pixels), and microtopography is extracted with a small window (3 × 3 pixels). The algorithm was derived from the region of the Kanagi-kuzure landslide in Shikoku, and tested at Aka-kuzure landslide in Honshu in Japan. Both areas are underlain by strongly tilted sedimentary rocks in epicentral regions of subduction earthquakes along the Nankai Trough.
Atsuko Nonomura; Shuichi Hasegawa. Regional extraction of flexural-toppled slopes in epicentral regions of subduction earthquakes along the Nankai Trough using DEMs. Environmental Earth Sciences 2012, 68, 139 -149.
AMA StyleAtsuko Nonomura, Shuichi Hasegawa. Regional extraction of flexural-toppled slopes in epicentral regions of subduction earthquakes along the Nankai Trough using DEMs. Environmental Earth Sciences. 2012; 68 (1):139-149.
Chicago/Turabian StyleAtsuko Nonomura; Shuichi Hasegawa. 2012. "Regional extraction of flexural-toppled slopes in epicentral regions of subduction earthquakes along the Nankai Trough using DEMs." Environmental Earth Sciences 68, no. 1: 139-149.
There is a lack of information on urban heat island impact on the thermal environment due to low populated urban sprawl, although densely populated urban sprawl impact has been identified by several researchers. The Takamatsu area has recently developed in a low populated urban sprawl style without any increase in population. This paper examined the impact of a low populated urban sprawl on the thermal environment through an analysis of the last 30 years data set and investigated the contribution of vegetation fraction and population density to the temperature trend. As a consequence, it was shown that one of the most significant causative factors of temperature increase is an expansion of non-vegetated area even without population growth. This result implied that vegetated zones should be maintained in urban areas in order to realize sustainable urbanization.
Atsuko Nonomura; Mutsuko Kitahara; Takuro Masuda. Impact of land use and land cover changes on the ambient temperature in a middle scale city, Takamatsu, in Southwest Japan. Journal of Environmental Management 2009, 90, 3297 -3304.
AMA StyleAtsuko Nonomura, Mutsuko Kitahara, Takuro Masuda. Impact of land use and land cover changes on the ambient temperature in a middle scale city, Takamatsu, in Southwest Japan. Journal of Environmental Management. 2009; 90 (11):3297-3304.
Chicago/Turabian StyleAtsuko Nonomura; Mutsuko Kitahara; Takuro Masuda. 2009. "Impact of land use and land cover changes on the ambient temperature in a middle scale city, Takamatsu, in Southwest Japan." Journal of Environmental Management 90, no. 11: 3297-3304.
This paper describes a simple method of Digital Elevation Model (DEM)-based earthquake-induced shallow landslide susceptibility analysis. Considering topographic effects in amplification of earthquake ground motion, Uchida et al. (2004) have developed a topographical parameter based empirical description of landslide susceptibility during an earthquake. In this research, the method proposed by Uchida et al. (2004) was utilized in raster GIS and shallow landslide susceptibility analysis was performed in the study area of Nishiyama Town of Kashiwazaki City, Niigata prefecture, Japan. The correlation of shallow landslides generated by the Niigataken Chuetsu-oki Earthquake in 2007 with landslide susceptibility values suggests that the method proposed by Uchida et al. (2004) can be around 80% accurate in delineating the probable locations of earthquake-induced landslides. By calibrating landslide data and landslide susceptibility values in a small site within the study area, a final landslide susceptibility map was prepared for the whole study area. The resultant susceptibility map is very useful for regional scale planning.
Shuichi Hasegawa; Ranjan Kumar Dahal; Toshiaki Nishimura; Atsuko Nonomura; Minoru Yamanaka. DEM-Based Analysis of Earthquake-Induced Shallow Landslide Susceptibility. Geotechnical and Geological Engineering 2008, 27, 419 -430.
AMA StyleShuichi Hasegawa, Ranjan Kumar Dahal, Toshiaki Nishimura, Atsuko Nonomura, Minoru Yamanaka. DEM-Based Analysis of Earthquake-Induced Shallow Landslide Susceptibility. Geotechnical and Geological Engineering. 2008; 27 (3):419-430.
Chicago/Turabian StyleShuichi Hasegawa; Ranjan Kumar Dahal; Toshiaki Nishimura; Atsuko Nonomura; Minoru Yamanaka. 2008. "DEM-Based Analysis of Earthquake-Induced Shallow Landslide Susceptibility." Geotechnical and Geological Engineering 27, no. 3: 419-430.
Not only wildfire damage, but the failure of post-fire forest restoration is also one of the major threats for the conservation of forest ecosystems. Therefore, it is required to estimate wildfire damaged potential and recovery capacity to orientate the management of a post-fire community. The aim of our research is to estimate the resistibility against wildfire and the post-fire regeneration capacity by merging field observation data with Terra/ASTER Level1B satellite data and a fire area simulation model (FARSITE). As a result, the resistibility against wildfire and the post-fire regeneration capacity were high in the high prior-fire normalized differential vegetation index (NDVI) areas, where the trees had been thriving. Also, after the fire, the well developed surface soil (the A horizon) provided a good environment for resprouting from unburned stumps and the rhizome. It is suggested that the thriving forests have a strong resistance against wildfire and have large regeneration capacity.
Atsuko Nonomura; Takuro Masuda; Hitoshi Moriya. Wildfire damage evaluation by merging remote sensing with a fire area simulation model in Naoshima, Kagawa, Japan. Landscape and Ecological Engineering 2007, 3, 109 -117.
AMA StyleAtsuko Nonomura, Takuro Masuda, Hitoshi Moriya. Wildfire damage evaluation by merging remote sensing with a fire area simulation model in Naoshima, Kagawa, Japan. Landscape and Ecological Engineering. 2007; 3 (2):109-117.
Chicago/Turabian StyleAtsuko Nonomura; Takuro Masuda; Hitoshi Moriya. 2007. "Wildfire damage evaluation by merging remote sensing with a fire area simulation model in Naoshima, Kagawa, Japan." Landscape and Ecological Engineering 3, no. 2: 109-117.
Atsuko Nonomura; Takuro Masuda; Hitoshi Moriya. Estimation of vegetation dynamics affected by wildfire in Naoshima, Kagawa using satellite data. Journal of the Japanese Society of Revegetation Technology 2006, 32, 3 -8.
AMA StyleAtsuko Nonomura, Takuro Masuda, Hitoshi Moriya. Estimation of vegetation dynamics affected by wildfire in Naoshima, Kagawa using satellite data. Journal of the Japanese Society of Revegetation Technology. 2006; 32 (1):3-8.
Chicago/Turabian StyleAtsuko Nonomura; Takuro Masuda; Hitoshi Moriya. 2006. "Estimation of vegetation dynamics affected by wildfire in Naoshima, Kagawa using satellite data." Journal of the Japanese Society of Revegetation Technology 32, no. 1: 3-8.
Atsuko Nonomura; Satoshi Miyagawa; Minoru Yamanaka; Shuichi Hasegawa; Takurou Masuda. Estimating soil moisture for afforestation using Terra/ASTER satellite data. Journal of the Japanese Society of Revegetation Technology 2004, 30, 92 -97.
AMA StyleAtsuko Nonomura, Satoshi Miyagawa, Minoru Yamanaka, Shuichi Hasegawa, Takurou Masuda. Estimating soil moisture for afforestation using Terra/ASTER satellite data. Journal of the Japanese Society of Revegetation Technology. 2004; 30 (1):92-97.
Chicago/Turabian StyleAtsuko Nonomura; Satoshi Miyagawa; Minoru Yamanaka; Shuichi Hasegawa; Takurou Masuda. 2004. "Estimating soil moisture for afforestation using Terra/ASTER satellite data." Journal of the Japanese Society of Revegetation Technology 30, no. 1: 92-97.