山东农业科学
山東農業科學
산동농업과학
SHANGDONG AGRICULTURAL SCIENCES
2015年
5期
109-114
,共6页
李峰%赵红%赵玉金%商林%曹张驰
李峰%趙紅%趙玉金%商林%曹張馳
리봉%조홍%조옥금%상림%조장치
HJ-1 CCD影像%山东省%冬小麦%决策树分类
HJ-1 CCD影像%山東省%鼕小麥%決策樹分類
HJ-1 CCD영상%산동성%동소맥%결책수분류
HJ-1 CCD images%Shandong Province%Winter wheat%Decision tree classification
针对目前省域冬小麦种植面积遥感监测业务化运行中所存在的监测精度与成本之间相互制约的问题,本研究选取冬小麦主产区———山东省为研究区域,利用HJ-1卫星提供的CCD遥感影像,采用决策树分类法,同时以山东省土地利用类型之林地数据和野外地面调查数据作为辅助,通过分区解译提取出山东省冬小麦种植面积和分布区域。研究表明:利用HJ-1 CCD影像进行山东省冬小麦种植面积提取是可行的,位置精度和面积总量精度分别达到93.0%和96.8%,对国产卫星的推广应用具有良好的示范作用。
針對目前省域鼕小麥種植麵積遙感鑑測業務化運行中所存在的鑑測精度與成本之間相互製約的問題,本研究選取鼕小麥主產區———山東省為研究區域,利用HJ-1衛星提供的CCD遙感影像,採用決策樹分類法,同時以山東省土地利用類型之林地數據和野外地麵調查數據作為輔助,通過分區解譯提取齣山東省鼕小麥種植麵積和分佈區域。研究錶明:利用HJ-1 CCD影像進行山東省鼕小麥種植麵積提取是可行的,位置精度和麵積總量精度分彆達到93.0%和96.8%,對國產衛星的推廣應用具有良好的示範作用。
침대목전성역동소맥충식면적요감감측업무화운행중소존재적감측정도여성본지간상호제약적문제,본연구선취동소맥주산구———산동성위연구구역,이용HJ-1위성제공적CCD요감영상,채용결책수분류법,동시이산동성토지이용류형지임지수거화야외지면조사수거작위보조,통과분구해역제취출산동성동소맥충식면적화분포구역。연구표명:이용HJ-1 CCD영상진행산동성동소맥충식면적제취시가행적,위치정도화면적총량정도분별체도93.0%화96.8%,대국산위성적추엄응용구유량호적시범작용。
On account of the mutual restricting problems among the accuracy and cost in the measure -ment of winter wheat planting area at provincial scale , it was studied to extract its planting and distribution ar-eas using the HJ -1 CCD images in this paper .Shandong Province as the main production area of winter wheat was selected for this research .Using the decision tree classification and partition interpretation methods , which solved the spectral difference problems caused by growth period , species and farming , the winter wheat planting and distribution areas were extracted with the forest land data and the field survey data as assist .The results showed that the position accuracy and total area accuracy were up to 93.0%and 96.8%respectively, which preferably reflected the winter wheat planting area and distribution in Shandong Province .It was also a good model for the promotion and application of domestic satellites .