农机化研究
農機化研究
농궤화연구
JOURNAL OF AGRICULTURAL MECHANIZATION RESEARCH
2014年
9期
209-212
,共4页
孙俊%董梁%张梅霞%刘枭%邬婷%高洪燕
孫俊%董樑%張梅霞%劉梟%鄔婷%高洪燕
손준%동량%장매하%류효%오정%고홍연
农药残留%生菜叶片%光谱
農藥殘留%生菜葉片%光譜
농약잔류%생채협편%광보
pesticide residues%lettuce leaf%spectrum
蔬菜农药残留给人们健康饮食带来很大安全隐患。为此,综述了几大类农药残留检测方法:活体测定法、理化检测法、快速检测法和光谱检测法,分析了它们各自特点。同时,基于光谱技术对生菜叶片上的农残进行了检测试验,比较了有农残叶片光谱与无农残叶片光谱,并通过PCA算法进行光谱特征提取,结合学习向量量化神经网络建立农残鉴别模型,取得了较好的鉴别结果。
蔬菜農藥殘留給人們健康飲食帶來很大安全隱患。為此,綜述瞭幾大類農藥殘留檢測方法:活體測定法、理化檢測法、快速檢測法和光譜檢測法,分析瞭它們各自特點。同時,基于光譜技術對生菜葉片上的農殘進行瞭檢測試驗,比較瞭有農殘葉片光譜與無農殘葉片光譜,併通過PCA算法進行光譜特徵提取,結閤學習嚮量量化神經網絡建立農殘鑒彆模型,取得瞭較好的鑒彆結果。
소채농약잔류급인문건강음식대래흔대안전은환。위차,종술료궤대류농약잔류검측방법:활체측정법、이화검측법、쾌속검측법화광보검측법,분석료타문각자특점。동시,기우광보기술대생채협편상적농잔진행료검측시험,비교료유농잔협편광보여무농잔협편광보,병통과PCA산법진행광보특정제취,결합학습향량양화신경망락건립농잔감별모형,취득료교호적감별결과。
Pesticide residues in vegetables bring the great hidden dangers to the health of people .This paper reviews sev-eral kinds of pesticide residue detection methods , including bioassay method , chemical method , rapid detection method and spectral analysis method , and analyses their characteristics .In this paper , the pesticide residue in lettuce leaves were detected based on spectral techniques , and the spectra of the blades having pesticide residues were compared with the ones of the blades without pesticide residues .PCA algorithm was used for spectral feature extraction , and LVQ ( Learn-ing Vector Quantization ) neural network was used to set up model of identification of pesticide residues , and the identifi-cation result was good .